Preparation of satellite images up to our neural network model training.
This script extracts the image from the .zip file downloaded from Planet; prepares the images creating the .png image from the .tif file allowing for the manual annotation wit LabelMe; segments the labelled image; describes that segmented image for an evaluation of their relevance to train the model; culls them to suit the model training requirements; and finally applies the model training.
We define the path of the project, and refer the correct python scripts containing the functions that are automatically called when running dependencies.
import sys
import os
import yaml
import counting_wh
# import counting_wh.wh_utils as wh_utils
# import counting_wh.train as wh_train
from counting_wh import wh_utils
from counting_wh import train
# import counting_wh.wh_utils.planet_utils as planet_utils
# Add the project root to sys.path (adjust as needed)
# sys.path.append(os.path.abspath("Waterholes_project/WaterholeDetection_UN-Handbook"))We will now transform the example raw tif image into a usable png for future steps. It creates a padded png image to exactly match the size dividable by the stride and tile size.
Caution that you need to define the config file called “config_train_Drive_UN.yaml” as instructed to make sure it matches your paths and runs everything smoothly.
Use the prepare() function if you are using the Planet .tif file, and use the prepare_S2() function if you are using the Sentinel 2 file.
#For the Sentinel 2 file:
train.prepare_S2("config_train_Drive_UN.yaml")Processed 1/1 imagesOnce the .png image is created, as we are training the model, we need to label the training image. In order to do so, you need to use LabelMe.
LabelMe is called in your terminal, manually typing “labelme”.
Ensure that the conda environment is activated, which will show on the left of your terminal line. If it says (base), you need to activate the conda environment first by typing “conda activate counting_waterholes”. After that, it should show (counting_waterholes) instead of (base), and you should be able to type “labelme” to open the LabelMe GUI.
If labelme command does not work, you might need to install it first using pip. You can do this by running the following command in your terminal:
pip install labelme
Once you have LabelMe open, you can load the padded png image created in the previous step by clicking on “Open” and selecting the image file. The image should be in
# Load the config file
with open('config_train_Drive_UN.yaml', 'r') as f:
config = yaml.safe_load(f)
# Extract variables
print(f"The padded image should be in: {config['output_dir']}")The padded image should be in: training/outputYou can then annotate the waterholes on your padded png image. This will create a .json file with the bounding boxes definitions. You will need those labels in the next step to segment the image and the corresponding labels for training purposes.
In the ‘Edit’ menu, select ‘Create Rectangle’ (or press the CTRL + R keys on Windows, or CMD + R on Mac) to start drawing rectangle bounding boxes around each waterhole in the image. Click to set a corner, and click again to create a rectangle around each waterhole. After drawing each rectangle, a dialog box will appear where you can enter the label for the object. Either type a new class label, or select an existing label and click ‘OK’. Repeat this process for all waterholes in the image.
You can also edit existing annotations by selection ‘Edit Polygons’ from the toolbar (or Edit menu). We found this useful for transferring labels between months of imagery where most of the labels were the same, but some waterholes had changed class. To do that, the label file needs to be changed to name of the image you want to annotate, and then it should open when you open that image in LabelMe.
When you have finished annotating all waterholes, save your annotations by selecting ‘Save’ from the ‘File’ menu (or pressing CTRL + S on Windows, or CMD + S on Mac). This will save the annotations in a .json file in the same directory as the image, with the same name as the image file.
Once the whole manual annotation is done, save the outputs, and come back to this script to run the segmentation of the padded png image you just labelled.
#segment the png images
train.segment("config_train_Drive_UN.yaml", train_val_split=0.8)Labels: ['training/output/2024-06_mimal_test_S2.json']
Cropping Image: training/output/2024-06_mimal_test_S2.png
[4160 5408 3]
We will have: 1813 images maximum
90.0% of images without labels will be removedSaving Segments: 100%|██████████| 1813/1813 [00:04<00:00, 388.18it/s]Skipped 856 images
Empty 603 images
Saved segmented images to: training/output/images and labels to: training/output/labelsAfter the segmentation, we evaluate the result of the segmentation and production of material to train the model using the “train.describe” function. Run the bellow cell to describe the results of segmented images.
#describe the created segmented images:
train.describe("config_train_Drive_UN.yaml")Config path: ./training/output/images
Number of image directories found: 22
Image directories: training/output/images
Are there duplicates? True
Label directory: training/output/images/train/../../labels/train
--------------------------------------------------
| Training dataset statistics |
--------------------------------------------------
| Number of original images: 1 |
| Number of tiles: 955 |
| Number of labels: 955 |
| Number of individual labels |
| - Total: 2404 |
| - Per class: |
| - Class 0: 675 (28.08%) |
| - Class 3: 320 (13.31%) |
| - Class 2: 830 (34.53%) |
| - Class 1: 579 (24.08%) |
| Background Images: 100 (10.47%) |
--------------------------------------------------(1, 955, 2404, {'0': 675, '3': 320, '2': 830, '1': 579}, 100)Before proceeding to the training of the model, we need to apply the cull command which will remove images with no labels until 10% of the training set has no labels. This is a recommended procedure from Yolo to maintain efficient model training parameters. This has to be done post segmentation as we don’t know prior the the amount.
# cull images with no labels until 10% of the training set has no labels.
train.cull_AF("config_train_Drive_UN.yaml")Analyzing label files in: training/output/labels/train
Looking for corresponding images in: training/output/images/train
Total label files found: 955
Empty label files found: 100
Non-empty label files: 855
Moving 6 empty label files to maintain 10% ratio
--- SUMMARY ---
Total label files moved: 6
Total image files moved: 6
Remaining total label files: 949
Remaining empty label files: 94
Empty labels now make up 9.91% of the dataset
Empty labels moved to: training/output/labels/moved_empty_labels
Corresponding images moved to: training/output/images/moved_empty_images
SUCCESS: Empty labels now make up 10% or less of the dataset.Now that we have less than 10% of the images unlabelled, we can train the model, but first let’s reorganise the folders to be properly used in the model.
train.reorganize_folders("config_train_Drive_UN.yaml")Copying from training/output/images/val to training/train/val/images
Successfully copied to training/train/val/images
Copying from training/output/images/train to training/train/train/images
Successfully copied to training/train/train/images
Copying from training/output/labels/val to training/train/val/labels
Successfully copied to training/train/val/labels
Copying from training/output/labels/train to training/train/train/labels
Successfully copied to training/train/train/labels
----- REORGANIZATION SUMMARY -----
Successful operations: 4
Failed operations: 0
All folders were successfully reorganized!
New structure:
- training/train/val/images (copied from training/output/images/val)
- training/train/val/labels (copied from training/output/labels/val)
- training/train/train/images (copied from training/output/images/train)
- training/train/train/labels (copied from training/output/labels/train)We are now ready to train a model with the data we have prepared. In the config file called “config_train_Drive_UN.yaml”, ensure that the paths are correctly defined. - The directory of the YOLOv5repository can be relative to your project root (of this repository), for instance we had the YOLOv5 repository (cloned from GitHub here) one level above this project. That means we could reference is using ../yolov5, and the model weights as ../yolov5/yolov5s.pt. - If the YOLOv5 repository is stored elsewhere, it might be easiest to use an absolute path instead. - As the YOLOv5 code needs to access the data, and this code will be executed from the YOLOv5 directory, the train and val paths in the config file should be absolute.
Essentially, the train.train() function writes a command to be run in the terminal of the YOLOv5 repository, using the parameters defined in the config file. This means you can also run the training directly from the terminal if you prefer, by navigating to the YOLOv5 directory and running the equivalent command, which allows you to edit parameters manually for testing. Otherwise, change the training parameters in the config file and run the code below to execute the training.
The results of the model training will save within the YOLOv5 directory, under “runs/train/exp#” folder. Each time you run a new training, it will create a new “exp” folder with an incremented number, e.g., “exp1”, “exp2”, etc.
After the model has finished training, the outputs should look something like this:
# train the model
train.train("config_train_Drive_UN.yaml")Using mps device
Set default tensor type to float32
python ../yolov5/train.py --device mps --img 416 --batch 8 --workers 4 --epochs 10 --data config_train_Drive_UN.yaml --weights ../yolov5/yolov5s.pt --save-period 50
train: weights=../yolov5/yolov5s.pt, cfg=, data=config_train_Drive_UN.yaml, hyp=../yolov5/data/hyps/hyp.scratch-low.yaml, epochs=10, batch_size=8, imgsz=416, rect=False, resume=False, nosave=False, noval=False, noautoanchor=False, noplots=False, evolve=None, evolve_population=../yolov5/data/hyps, resume_evolve=None, bucket=, cache=None, image_weights=False, device=mps, multi_scale=False, single_cls=False, optimizer=SGD, sync_bn=False, workers=4, project=../yolov5/runs/train, name=exp, exist_ok=False, quad=False, cos_lr=False, label_smoothing=0.0, patience=100, freeze=[0], save_period=50, seed=0, local_rank=-1, entity=None, upload_dataset=False, bbox_interval=-1, artifact_alias=latest, ndjson_console=False, ndjson_file=False github: up to date with https://github.com/ultralytics/yolov5 ✅ fatal: cannot change to '/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte': No such file or directory YOLOv5 🚀 2025-10-21 Python-3.10.18 torch-2.8.0 MPS hyperparameters: lr0=0.01, lrf=0.01, momentum=0.937, weight_decay=0.0005, warmup_epochs=3.0, warmup_momentum=0.8, warmup_bias_lr=0.1, box=0.05, cls=0.5, cls_pw=1.0, obj=1.0, obj_pw=1.0, iou_t=0.2, anchor_t=4.0, fl_gamma=0.0, hsv_h=0.015, hsv_s=0.7, hsv_v=0.4, degrees=0.0, translate=0.1, scale=0.5, shear=0.0, perspective=0.0, flipud=0.0, fliplr=0.5, mosaic=1.0, mixup=0.0, copy_paste=0.0 TensorBoard: Start with 'tensorboard --logdir ../yolov5/runs/train', view at http://localhost:6006/ COMET WARNING: Comet credentials have not been set. Comet will default to offline logging. Please set your credentials to enable online logging. COMET INFO: Using '/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/.cometml-runs' path as offline directory. Pass 'offline_directory' parameter into constructor or set the 'COMET_OFFLINE_DIRECTORY' environment variable to manually choose where to store offline experiment archives. Overriding model.yaml nc=80 with nc=5 from n params module arguments 0 -1 1 3520 models.common.Conv [3, 32, 6, 2, 2] 1 -1 1 18560 models.common.Conv [32, 64, 3, 2] 2 -1 1 18816 models.common.C3 [64, 64, 1] 3 -1 1 73984 models.common.Conv [64, 128, 3, 2] 4 -1 2 115712 models.common.C3 [128, 128, 2] 5 -1 1 295424 models.common.Conv [128, 256, 3, 2] 6 -1 3 625152 models.common.C3 [256, 256, 3] 7 -1 1 1180672 models.common.Conv [256, 512, 3, 2] 8 -1 1 1182720 models.common.C3 [512, 512, 1] 9 -1 1 656896 models.common.SPPF [512, 512, 5] 10 -1 1 131584 models.common.Conv [512, 256, 1, 1] 11 -1 1 0 torch.nn.modules.upsampling.Upsample [None, 2, 'nearest'] 12 [-1, 6] 1 0 models.common.Concat [1] 13 -1 1 361984 models.common.C3 [512, 256, 1, False] 14 -1 1 33024 models.common.Conv [256, 128, 1, 1] 15 -1 1 0 torch.nn.modules.upsampling.Upsample [None, 2, 'nearest'] 16 [-1, 4] 1 0 models.common.Concat [1] 17 -1 1 90880 models.common.C3 [256, 128, 1, False] 18 -1 1 147712 models.common.Conv [128, 128, 3, 2] 19 [-1, 14] 1 0 models.common.Concat [1] 20 -1 1 296448 models.common.C3 [256, 256, 1, False] 21 -1 1 590336 models.common.Conv [256, 256, 3, 2] 22 [-1, 10] 1 0 models.common.Concat [1] 23 -1 1 1182720 models.common.C3 [512, 512, 1, False] 24 [17, 20, 23] 1 26970 models.yolo.Detect [5, [[10, 13, 16, 30, 33, 23], [30, 61, 62, 45, 59, 119], [116, 90, 156, 198, 373, 326]], [128, 256, 512]] Model summary: 214 layers, 7033114 parameters, 7033114 gradients, 16.0 GFLOPs Transferred 343/349 items from ../yolov5/yolov5s.pt optimizer: SGD(lr=0.01) with parameter groups 57 weight(decay=0.0), 60 weight(decay=0.0005), 60 bias train: Scanning /Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/training/train/train/labels.cache... 949 images, 94 backgrounds, 0 corrupt: 100%|██████████| 949/949 [00:00<?, ?it/s] val: Scanning /Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/training/train/val/labels.cache... 354 images, 22 backgrounds, 0 corrupt: 100%|██████████| 354/354 [00:00<?, ?it/s] AutoAnchor: 4.91 anchors/target, 1.000 Best Possible Recall (BPR). Current anchors are a good fit to dataset ✅ Plotting labels to ../yolov5/runs/train/exp5/labels.jpg... /Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:357: FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead. scaler = torch.cuda.amp.GradScaler(enabled=amp) Image sizes 416 train, 416 val Using 4 dataloader workers Logging results to ../yolov5/runs/train/exp5 Starting training for 10 epochs... Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 0%| | 0/119 [00:00<?, ?it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1252 0.01718 0.05311 20 416: 1%| | 1/119 [00:03<06:08, 3.12s/it]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1255 0.01861 0.05271 30 416: 2%|▏ | 2/119 [00:04<03:34, 1.83s/it]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.124 0.01795 0.05276 14 416: 3%|▎ | 3/119 [00:04<02:34, 1.33s/it]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1252 0.01839 0.05169 27 416: 3%|▎ | 4/119 [00:05<02:02, 1.07s/it]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. 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Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1248 0.0192 0.05077 26 416: 18%|█▊ | 21/119 [00:16<00:58, 1.68it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1247 0.0194 0.05079 34 416: 18%|█▊ | 22/119 [00:17<01:02, 1.55it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1245 0.01945 0.05082 22 416: 19%|█▉ | 23/119 [00:18<00:56, 1.70it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1246 0.01942 0.05088 29 416: 20%|██ | 24/119 [00:18<00:59, 1.60it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1246 0.01944 0.05091 26 416: 21%|██ | 25/119 [00:19<00:55, 1.69it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1246 0.0192 0.05074 14 416: 22%|██▏ | 26/119 [00:20<01:03, 1.46it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1244 0.01954 0.05076 45 416: 23%|██▎ | 27/119 [00:21<01:09, 1.33it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1242 0.01947 0.05083 16 416: 24%|██▎ | 28/119 [00:21<01:05, 1.38it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.124 0.01948 0.05077 22 416: 24%|██▍ | 29/119 [00:22<01:03, 1.43it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.124 0.01945 0.05072 21 416: 25%|██▌ | 30/119 [00:23<01:01, 1.44it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1238 0.0194 0.05063 22 416: 26%|██▌ | 31/119 [00:23<00:57, 1.53it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1237 0.01942 0.05058 24 416: 27%|██▋ | 32/119 [00:24<01:01, 1.41it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1236 0.01943 0.05055 32 416: 28%|██▊ | 33/119 [00:25<00:58, 1.48it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1237 0.01947 0.05051 31 416: 29%|██▊ | 34/119 [00:25<00:55, 1.53it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1236 0.01943 0.05047 21 416: 29%|██▉ | 35/119 [00:26<00:52, 1.61it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1236 0.01934 0.05047 19 416: 30%|███ | 36/119 [00:26<00:47, 1.76it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1235 0.01919 0.05039 10 416: 31%|███ | 37/119 [00:27<00:52, 1.55it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1232 0.01928 0.05032 24 416: 32%|███▏ | 38/119 [00:28<00:53, 1.52it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1232 0.0192 0.05036 20 416: 33%|███▎ | 39/119 [00:28<00:48, 1.66it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1229 0.01921 0.05034 21 416: 34%|███▎ | 40/119 [00:29<00:51, 1.55it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1229 0.01927 0.05029 28 416: 34%|███▍ | 41/119 [00:29<00:42, 1.83it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1228 0.01929 0.05027 24 416: 35%|███▌ | 42/119 [00:30<00:46, 1.67it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1226 0.0194 0.05021 33 416: 36%|███▌ | 43/119 [00:31<00:51, 1.47it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1225 0.01956 0.05017 32 416: 37%|███▋ | 44/119 [00:32<00:49, 1.53it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1225 0.0197 0.0501 41 416: 38%|███▊ | 45/119 [00:32<00:48, 1.51it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1224 0.01976 0.05004 30 416: 39%|███▊ | 46/119 [00:33<00:44, 1.64it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1222 0.01987 0.05002 29 416: 39%|███▉ | 47/119 [00:33<00:41, 1.74it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1221 0.01998 0.04995 36 416: 40%|████ | 48/119 [00:34<00:46, 1.53it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1221 0.01994 0.04996 22 416: 41%|████ | 49/119 [00:35<00:43, 1.60it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.122 0.01994 0.04987 24 416: 42%|████▏ | 50/119 [00:35<00:45, 1.53it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.122 0.01997 0.04984 29 416: 43%|████▎ | 51/119 [00:36<00:46, 1.48it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1219 0.01995 0.0498 25 416: 44%|████▎ | 52/119 [00:37<00:46, 1.45it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1218 0.02012 0.04977 52 416: 45%|████▍ | 53/119 [00:37<00:45, 1.44it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1216 0.02013 0.04974 19 416: 45%|████▌ | 54/119 [00:38<00:46, 1.41it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1214 0.02009 0.04969 18 416: 46%|████▌ | 55/119 [00:39<00:43, 1.46it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1214 0.0201 0.04966 24 416: 47%|████▋ | 56/119 [00:39<00:42, 1.50it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1213 0.02008 0.04968 21 416: 48%|████▊ | 57/119 [00:40<00:36, 1.69it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1211 0.02012 0.04962 24 416: 49%|████▊ | 58/119 [00:41<00:37, 1.61it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.121 0.02025 0.04959 42 416: 50%|████▉ | 59/119 [00:41<00:43, 1.39it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1209 0.02025 0.04954 25 416: 50%|█████ | 60/119 [00:42<00:40, 1.47it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1208 0.02022 0.04951 25 416: 51%|█████▏ | 61/119 [00:43<00:39, 1.47it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1207 0.0203 0.04943 37 416: 52%|█████▏ | 62/119 [00:44<00:41, 1.39it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1206 0.02021 0.04935 14 416: 53%|█████▎ | 63/119 [00:44<00:34, 1.62it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1205 0.02026 0.04929 30 416: 54%|█████▍ | 64/119 [00:44<00:28, 1.93it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1204 0.02025 0.04923 24 416: 55%|█████▍ | 65/119 [00:45<00:26, 2.02it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1204 0.02024 0.04922 25 416: 55%|█████▌ | 66/119 [00:45<00:31, 1.71it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1202 0.02016 0.04906 15 416: 56%|█████▋ | 67/119 [00:46<00:32, 1.61it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.12 0.02012 0.04901 18 416: 57%|█████▋ | 68/119 [00:47<00:28, 1.76it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1199 0.02018 0.04897 36 416: 58%|█████▊ | 69/119 [00:47<00:28, 1.76it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1198 0.02019 0.0489 28 416: 59%|█████▉ | 70/119 [00:48<00:31, 1.53it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1196 0.0202 0.04884 29 416: 60%|█████▉ | 71/119 [00:49<00:31, 1.51it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1196 0.02029 0.04877 37 416: 61%|██████ | 72/119 [00:49<00:31, 1.51it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1195 0.02029 0.04866 24 416: 61%|██████▏ | 73/119 [00:50<00:27, 1.66it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1193 0.02038 0.04863 37 416: 62%|██████▏ | 74/119 [00:50<00:26, 1.72it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1192 0.0204 0.04856 29 416: 63%|██████▎ | 75/119 [00:51<00:28, 1.53it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1191 0.02047 0.04852 38 416: 64%|██████▍ | 76/119 [00:52<00:31, 1.38it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1192 0.02046 0.04847 29 416: 65%|██████▍ | 77/119 [00:53<00:27, 1.52it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.119 0.02049 0.04848 30 416: 66%|██████▌ | 78/119 [00:53<00:24, 1.68it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1189 0.02053 0.04842 26 416: 66%|██████▋ | 79/119 [00:54<00:23, 1.73it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1187 0.02047 0.04839 13 416: 67%|██████▋ | 80/119 [00:54<00:24, 1.60it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1187 0.02048 0.04833 35 416: 68%|██████▊ | 81/119 [00:55<00:25, 1.48it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1186 0.02039 0.04833 21 416: 69%|██████▉ | 82/119 [00:56<00:24, 1.53it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1185 0.02051 0.04828 35 416: 70%|██████▉ | 83/119 [00:56<00:21, 1.67it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1185 0.02052 0.04822 33 416: 71%|███████ | 84/119 [00:57<00:19, 1.77it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1183 0.02049 0.04816 24 416: 71%|███████▏ | 85/119 [00:57<00:18, 1.86it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1183 0.02053 0.0481 29 416: 72%|███████▏ | 86/119 [00:58<00:16, 1.95it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1182 0.02061 0.04803 43 416: 73%|███████▎ | 87/119 [00:59<00:20, 1.58it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1181 0.02067 0.04799 35 416: 74%|███████▍ | 88/119 [00:59<00:16, 1.83it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1181 0.02061 0.04787 19 416: 75%|███████▍ | 89/119 [00:59<00:14, 2.06it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1179 0.02066 0.0478 35 416: 76%|███████▌ | 90/119 [01:00<00:14, 1.96it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1178 0.02073 0.04775 35 416: 76%|███████▋ | 91/119 [01:00<00:14, 1.93it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1177 0.0208 0.04771 34 416: 77%|███████▋ | 92/119 [01:01<00:12, 2.11it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1175 0.02071 0.04771 14 416: 78%|███████▊ | 93/119 [01:01<00:10, 2.39it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1174 0.0207 0.04761 29 416: 79%|███████▉ | 94/119 [01:02<00:12, 2.06it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1172 0.02069 0.04756 24 416: 80%|███████▉ | 95/119 [01:02<00:12, 1.99it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1171 0.02073 0.04746 28 416: 81%|████████ | 96/119 [01:02<00:09, 2.30it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.117 0.02074 0.0474 34 416: 82%|████████▏ | 97/119 [01:03<00:08, 2.48it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.117 0.02071 0.04733 22 416: 82%|████████▏ | 98/119 [01:03<00:07, 2.66it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.117 0.02069 0.04731 26 416: 83%|████████▎ | 99/119 [01:03<00:07, 2.79it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1168 0.02076 0.04725 30 416: 84%|████████▍ | 100/119 [01:04<00:06, 2.78it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1167 0.02081 0.04719 42 416: 85%|████████▍ | 101/119 [01:04<00:08, 2.18it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1166 0.02083 0.04715 32 416: 86%|████████▌ | 102/119 [01:05<00:08, 2.12it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1165 0.02078 0.04706 18 416: 87%|████████▋ | 103/119 [01:06<00:09, 1.76it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1164 0.02085 0.04701 31 416: 87%|████████▋ | 104/119 [01:06<00:08, 1.67it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1162 0.02087 0.04694 23 416: 88%|████████▊ | 105/119 [01:07<00:07, 1.96it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1161 0.02093 0.04686 31 416: 89%|████████▉ | 106/119 [01:07<00:06, 2.00it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.116 0.02092 0.04677 24 416: 90%|████████▉ | 107/119 [01:08<00:05, 2.24it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1159 0.02094 0.04671 28 416: 91%|█████████ | 108/119 [01:08<00:04, 2.50it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1158 0.02096 0.04664 30 416: 92%|█████████▏| 109/119 [01:08<00:04, 2.23it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1156 0.02096 0.0466 24 416: 92%|█████████▏| 110/119 [01:09<00:04, 2.03it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1155 0.02094 0.04655 19 416: 93%|█████████▎| 111/119 [01:09<00:03, 2.02it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1154 0.02094 0.0465 30 416: 94%|█████████▍| 112/119 [01:10<00:03, 2.26it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1153 0.02094 0.04645 24 416: 95%|█████████▍| 113/119 [01:10<00:02, 2.50it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1153 0.0209 0.04637 23 416: 96%|█████████▌| 114/119 [01:11<00:02, 2.24it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1151 0.02091 0.04624 22 416: 97%|█████████▋| 115/119 [01:11<00:01, 2.01it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.115 0.02089 0.04619 23 416: 97%|█████████▋| 116/119 [01:12<00:01, 1.98it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1148 0.02092 0.04616 24 416: 98%|█████████▊| 117/119 [01:12<00:00, 2.14it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1148 0.02092 0.04607 33 416: 99%|█████████▉| 118/119 [01:12<00:00, 2.38it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 0/9 0G 0.1147 0.02096 0.04605 19 416: 100%|██████████| 119/119 [01:14<00:00, 1.60it/s] Class Images Instances P R mAP50 mAP50-95: 100%|██████████| 23/23 [00:35<00:00, 1.54s/it] all 354 923 0.294 0.0248 0.0194 0.00451 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 0%| | 0/119 [00:00<?, ?it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09415 0.03151 0.03524 34 416: 1%| | 1/119 [00:01<02:59, 1.52s/it]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09662 0.0291 0.03596 33 416: 2%|▏ | 2/119 [00:02<02:23, 1.23s/it]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09886 0.02735 0.03782 32 416: 3%|▎ | 3/119 [00:02<01:34, 1.22it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09921 0.02612 0.03771 27 416: 3%|▎ | 4/119 [00:03<01:31, 1.26it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.1014 0.02513 0.03765 27 416: 4%|▍ | 5/119 [00:04<01:36, 1.19it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.1016 0.02524 0.03796 35 416: 5%|▌ | 6/119 [00:05<01:23, 1.36it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.1001 0.0244 0.03811 21 416: 6%|▌ | 7/119 [00:06<01:28, 1.26it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.1013 0.02444 0.03899 31 416: 7%|▋ | 8/119 [00:06<01:11, 1.56it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.1015 0.02396 0.0392 19 416: 8%|▊ | 9/119 [00:06<00:59, 1.85it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.1009 0.02356 0.03898 27 416: 8%|▊ | 10/119 [00:07<01:12, 1.51it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.1012 0.02316 0.03925 23 416: 9%|▉ | 11/119 [00:08<01:16, 1.40it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.1007 0.02251 0.03852 19 416: 10%|█ | 12/119 [00:09<01:21, 1.32it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.1008 0.02274 0.0385 31 416: 11%|█ | 13/119 [00:09<01:18, 1.35it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.101 0.02335 0.03839 48 416: 12%|█▏ | 14/119 [00:11<01:27, 1.20it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.1005 0.02276 0.03882 12 416: 13%|█▎ | 15/119 [00:11<01:14, 1.39it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.1005 0.02251 0.03915 21 416: 13%|█▎ | 16/119 [00:11<01:07, 1.53it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09981 0.0223 0.03889 21 416: 14%|█▍ | 17/119 [00:12<01:05, 1.56it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09934 0.02247 0.03879 31 416: 15%|█▌ | 18/119 [00:13<01:07, 1.51it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09917 0.02281 0.03876 31 416: 16%|█▌ | 19/119 [00:14<01:13, 1.35it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09902 0.02283 0.03884 28 416: 17%|█▋ | 20/119 [00:14<01:00, 1.63it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09862 0.02294 0.03868 22 416: 18%|█▊ | 21/119 [00:14<00:52, 1.88it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09842 0.02324 0.03862 35 416: 18%|█▊ | 22/119 [00:15<00:48, 1.99it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09844 0.02295 0.03836 17 416: 19%|█▉ | 23/119 [00:16<00:57, 1.66it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09851 0.02296 0.03836 24 416: 20%|██ | 24/119 [00:16<00:49, 1.93it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09854 0.02307 0.03823 30 416: 21%|██ | 25/119 [00:17<01:07, 1.40it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09829 0.02321 0.03801 31 416: 22%|██▏ | 26/119 [00:18<00:57, 1.61it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09806 0.02337 0.03803 28 416: 23%|██▎ | 27/119 [00:18<01:00, 1.52it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09822 0.02339 0.03815 33 416: 24%|██▎ | 28/119 [00:19<00:55, 1.63it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09826 0.02338 0.03795 31 416: 24%|██▍ | 29/119 [00:19<00:48, 1.87it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09824 0.02342 0.03799 29 416: 25%|██▌ | 30/119 [00:20<00:52, 1.69it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09847 0.02332 0.03815 27 416: 26%|██▌ | 31/119 [00:20<00:51, 1.71it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09847 0.02319 0.03801 24 416: 27%|██▋ | 32/119 [00:21<00:54, 1.61it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09817 0.02336 0.03787 35 416: 28%|██▊ | 33/119 [00:22<01:04, 1.34it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09818 0.02349 0.03776 42 416: 29%|██▊ | 34/119 [00:23<01:02, 1.35it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09814 0.02374 0.03774 45 416: 29%|██▉ | 35/119 [00:24<01:10, 1.19it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09801 0.02362 0.03783 19 416: 30%|███ | 36/119 [00:24<00:57, 1.44it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09802 0.0235 0.03772 25 416: 31%|███ | 37/119 [00:25<01:02, 1.31it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09803 0.02359 0.03778 37 416: 32%|███▏ | 38/119 [00:26<00:54, 1.49it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09785 0.02342 0.03765 16 416: 33%|███▎ | 39/119 [00:26<00:49, 1.62it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09794 0.02344 0.03765 29 416: 34%|███▎ | 40/119 [00:27<00:48, 1.64it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.0979 0.02342 0.0377 25 416: 34%|███▍ | 41/119 [00:27<00:39, 1.95it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09773 0.02344 0.03761 30 416: 35%|███▌ | 42/119 [00:28<00:59, 1.30it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.0978 0.02334 0.03781 25 416: 36%|███▌ | 43/119 [00:30<01:09, 1.09it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09767 0.02343 0.03784 33 416: 37%|███▋ | 44/119 [00:31<01:06, 1.13it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09751 0.02356 0.03777 33 416: 38%|███▊ | 45/119 [00:32<01:18, 1.06s/it]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09726 0.02363 0.03774 28 416: 39%|███▊ | 46/119 [00:33<01:20, 1.10s/it]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09723 0.02349 0.0377 18 416: 39%|███▉ | 47/119 [00:34<01:08, 1.05it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09704 0.02345 0.0377 18 416: 40%|████ | 48/119 [00:34<00:53, 1.32it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.0969 0.02357 0.03764 31 416: 41%|████ | 49/119 [00:34<00:43, 1.62it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09669 0.02376 0.03774 45 416: 42%|████▏ | 50/119 [00:35<00:51, 1.35it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09651 0.02363 0.03779 15 416: 43%|████▎ | 51/119 [00:36<00:43, 1.58it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09638 0.02362 0.03771 30 416: 44%|████▎ | 52/119 [00:36<00:35, 1.87it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09635 0.02376 0.03761 36 416: 45%|████▍ | 53/119 [00:37<00:45, 1.44it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09634 0.02379 0.03758 33 416: 45%|████▌ | 54/119 [00:38<00:38, 1.68it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09617 0.02382 0.03757 25 416: 46%|████▌ | 55/119 [00:38<00:33, 1.90it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09603 0.02377 0.03747 28 416: 47%|████▋ | 56/119 [00:38<00:29, 2.13it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09593 0.02372 0.03743 21 416: 48%|████▊ | 57/119 [00:39<00:39, 1.57it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09578 0.02368 0.03752 29 416: 49%|████▊ | 58/119 [00:40<00:33, 1.80it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09571 0.02376 0.03742 30 416: 50%|████▉ | 59/119 [00:40<00:31, 1.93it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09565 0.02367 0.03741 22 416: 50%|█████ | 60/119 [00:41<00:31, 1.86it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09547 0.02358 0.03738 18 416: 51%|█████▏ | 61/119 [00:41<00:28, 2.05it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09526 0.02347 0.03723 16 416: 52%|█████▏ | 62/119 [00:41<00:24, 2.28it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09525 0.02349 0.03721 26 416: 53%|█████▎ | 63/119 [00:42<00:22, 2.46it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09503 0.02353 0.03721 28 416: 54%|█████▍ | 64/119 [00:42<00:22, 2.50it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09498 0.0235 0.03726 24 416: 55%|█████▍ | 65/119 [00:44<00:40, 1.32it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09481 0.0235 0.03723 27 416: 55%|█████▌ | 66/119 [00:44<00:32, 1.63it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09472 0.02361 0.03715 37 416: 56%|█████▋ | 67/119 [00:45<00:42, 1.23it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09477 0.02354 0.03715 32 416: 57%|█████▋ | 68/119 [00:46<00:39, 1.30it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09458 0.02351 0.03712 18 416: 58%|█████▊ | 69/119 [00:46<00:33, 1.49it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09442 0.02361 0.03705 32 416: 59%|█████▉ | 70/119 [00:47<00:36, 1.36it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09424 0.02357 0.03703 25 416: 60%|█████▉ | 71/119 [00:48<00:38, 1.25it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09413 0.02367 0.03702 30 416: 61%|██████ | 72/119 [00:49<00:38, 1.21it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09395 0.02357 0.03692 17 416: 61%|██████▏ | 73/119 [00:50<00:40, 1.15it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09382 0.02357 0.03693 28 416: 62%|██████▏ | 74/119 [00:51<00:37, 1.20it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09366 0.02361 0.0369 27 416: 63%|██████▎ | 75/119 [00:51<00:34, 1.27it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09363 0.02347 0.03695 14 416: 64%|██████▍ | 76/119 [00:52<00:36, 1.19it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09357 0.02339 0.0369 16 416: 65%|██████▍ | 77/119 [00:53<00:35, 1.17it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09355 0.02337 0.03677 25 416: 66%|██████▌ | 78/119 [00:54<00:28, 1.43it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09347 0.02328 0.03675 16 416: 66%|██████▋ | 79/119 [00:54<00:24, 1.62it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09345 0.02336 0.03669 36 416: 67%|██████▋ | 80/119 [00:55<00:25, 1.50it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09324 0.02339 0.03669 25 416: 68%|██████▊ | 81/119 [00:56<00:28, 1.34it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09314 0.0235 0.0367 39 416: 69%|██████▉ | 82/119 [00:57<00:33, 1.11it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.093 0.0236 0.03668 35 416: 70%|██████▉ | 83/119 [00:57<00:25, 1.39it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09284 0.02364 0.03663 27 416: 71%|███████ | 84/119 [00:58<00:26, 1.31it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09265 0.02356 0.03656 18 416: 71%|███████▏ | 85/119 [00:59<00:21, 1.56it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09255 0.02349 0.03652 13 416: 72%|███████▏ | 86/119 [00:59<00:18, 1.76it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09252 0.02359 0.03649 39 416: 73%|███████▎ | 87/119 [00:59<00:17, 1.85it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.0925 0.02355 0.03645 28 416: 74%|███████▍ | 88/119 [01:00<00:19, 1.57it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09242 0.02363 0.03644 39 416: 75%|███████▍ | 89/119 [01:01<00:18, 1.66it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09232 0.02364 0.03642 35 416: 76%|███████▌ | 90/119 [01:02<00:20, 1.42it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09217 0.02364 0.03632 25 416: 76%|███████▋ | 91/119 [01:02<00:16, 1.70it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09205 0.02363 0.03627 27 416: 77%|███████▋ | 92/119 [01:03<00:14, 1.80it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09195 0.02364 0.03627 24 416: 78%|███████▊ | 93/119 [01:03<00:12, 2.02it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09186 0.02378 0.03623 44 416: 79%|███████▉ | 94/119 [01:04<00:13, 1.79it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09177 0.02378 0.03619 28 416: 80%|███████▉ | 95/119 [01:04<00:13, 1.77it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09173 0.02378 0.03617 23 416: 81%|████████ | 96/119 [01:05<00:13, 1.71it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09171 0.02375 0.03618 34 416: 82%|████████▏ | 97/119 [01:06<00:13, 1.59it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09168 0.02382 0.0361 40 416: 82%|████████▏ | 98/119 [01:07<00:20, 1.01it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.0916 0.02381 0.03606 26 416: 83%|████████▎ | 99/119 [01:08<00:15, 1.26it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.0916 0.02386 0.03603 40 416: 84%|████████▍ | 100/119 [01:08<00:13, 1.36it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09154 0.02384 0.03599 24 416: 85%|████████▍ | 101/119 [01:09<00:12, 1.40it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09148 0.0239 0.03597 40 416: 86%|████████▌ | 102/119 [01:10<00:12, 1.31it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09141 0.02381 0.03603 17 416: 87%|████████▋ | 103/119 [01:10<00:11, 1.45it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09134 0.02372 0.03603 13 416: 87%|████████▋ | 104/119 [01:11<00:08, 1.67it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09123 0.02382 0.03601 39 416: 88%|████████▊ | 105/119 [01:12<00:11, 1.20it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09112 0.02386 0.03602 31 416: 89%|████████▉ | 106/119 [01:13<00:10, 1.20it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09109 0.0239 0.036 34 416: 90%|████████▉ | 107/119 [01:13<00:08, 1.35it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09106 0.02386 0.03602 27 416: 91%|█████████ | 108/119 [01:14<00:08, 1.27it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09099 0.02396 0.03601 38 416: 92%|█████████▏| 109/119 [01:16<00:08, 1.12it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09092 0.02409 0.03596 52 416: 92%|█████████▏| 110/119 [01:16<00:08, 1.09it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09088 0.02409 0.0359 34 416: 93%|█████████▎| 111/119 [01:17<00:06, 1.31it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09082 0.02403 0.03588 21 416: 94%|█████████▍| 112/119 [01:17<00:04, 1.58it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09087 0.02401 0.03586 26 416: 95%|█████████▍| 113/119 [01:18<00:03, 1.77it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09077 0.02397 0.03582 19 416: 96%|█████████▌| 114/119 [01:18<00:02, 1.95it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09064 0.02389 0.03586 13 416: 97%|█████████▋| 115/119 [01:19<00:02, 1.59it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09059 0.02381 0.03579 19 416: 97%|█████████▋| 116/119 [01:19<00:01, 1.68it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09052 0.02387 0.03573 38 416: 98%|█████████▊| 117/119 [01:20<00:01, 1.70it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09046 0.02381 0.03572 23 416: 99%|█████████▉| 118/119 [01:20<00:00, 1.96it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 1/9 0G 0.09044 0.02376 0.03579 11 416: 100%|██████████| 119/119 [01:21<00:00, 1.46it/s] Class Images Instances P R mAP50 mAP50-95: 100%|██████████| 23/23 [00:20<00:00, 1.10it/s] all 354 923 0.618 0.137 0.124 0.0404 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 0%| | 0/119 [00:00<?, ?it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.08754 0.02303 0.03186 26 416: 1%| | 1/119 [00:00<00:58, 2.01it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.08735 0.01858 0.03325 17 416: 2%|▏ | 2/119 [00:01<01:36, 1.21it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.08601 0.01934 0.03339 24 416: 3%|▎ | 3/119 [00:02<01:28, 1.31it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.08113 0.01829 0.03369 12 416: 3%|▎ | 4/119 [00:02<01:09, 1.65it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07924 0.01863 0.03265 22 416: 4%|▍ | 5/119 [00:02<00:56, 2.03it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07847 0.02049 0.03296 32 416: 5%|▌ | 6/119 [00:03<01:12, 1.55it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07759 0.02126 0.03196 31 416: 6%|▌ | 7/119 [00:04<01:01, 1.83it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.0794 0.02086 0.03292 17 416: 7%|▋ | 8/119 [00:04<00:51, 2.16it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07864 0.02072 0.03245 29 416: 8%|▊ | 9/119 [00:04<00:48, 2.27it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.0784 0.02094 0.03287 22 416: 8%|▊ | 10/119 [00:05<00:49, 2.19it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07897 0.02081 0.03211 21 416: 9%|▉ | 11/119 [00:06<01:02, 1.72it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07935 0.02177 0.0317 47 416: 10%|█ | 12/119 [00:07<01:12, 1.48it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07945 0.02259 0.0314 38 416: 11%|█ | 13/119 [00:07<01:17, 1.36it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07964 0.02228 0.03184 21 416: 12%|█▏ | 14/119 [00:08<01:09, 1.52it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07964 0.02283 0.03194 38 416: 13%|█▎ | 15/119 [00:09<01:13, 1.41it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07929 0.02274 0.03165 30 416: 13%|█▎ | 16/119 [00:09<01:05, 1.58it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07891 0.02242 0.03148 21 416: 14%|█▍ | 17/119 [00:10<00:59, 1.73it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07871 0.0223 0.0317 27 416: 15%|█▌ | 18/119 [00:10<00:49, 2.05it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07817 0.02224 0.03145 21 416: 16%|█▌ | 19/119 [00:10<00:46, 2.14it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07869 0.0228 0.03149 43 416: 17%|█▋ | 20/119 [00:11<00:46, 2.11it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07863 0.02271 0.03157 28 416: 18%|█▊ | 21/119 [00:12<00:55, 1.78it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.0791 0.0226 0.03151 25 416: 18%|█▊ | 22/119 [00:12<00:51, 1.88it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07901 0.02237 0.03139 18 416: 19%|█▉ | 23/119 [00:13<01:00, 1.58it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07939 0.0223 0.03131 25 416: 20%|██ | 24/119 [00:14<01:11, 1.33it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.08008 0.0221 0.03155 26 416: 21%|██ | 25/119 [00:14<00:58, 1.61it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.08024 0.02214 0.03167 23 416: 22%|██▏ | 26/119 [00:15<00:54, 1.71it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07988 0.02188 0.03152 14 416: 23%|██▎ | 27/119 [00:15<00:56, 1.64it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07972 0.02152 0.03136 13 416: 24%|██▎ | 28/119 [00:16<00:53, 1.70it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07968 0.02168 0.03133 27 416: 24%|██▍ | 29/119 [00:16<00:45, 1.98it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07965 0.02211 0.03129 43 416: 25%|██▌ | 30/119 [00:17<00:57, 1.54it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07958 0.02217 0.03139 28 416: 26%|██▌ | 31/119 [00:18<00:48, 1.81it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.0797 0.02236 0.03133 42 416: 27%|██▋ | 32/119 [00:18<00:43, 2.01it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07967 0.02231 0.03129 23 416: 28%|██▊ | 33/119 [00:18<00:40, 2.15it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07987 0.02212 0.03125 17 416: 29%|██▊ | 34/119 [00:19<00:40, 2.10it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07996 0.02214 0.03119 38 416: 29%|██▉ | 35/119 [00:19<00:37, 2.24it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07977 0.02237 0.03111 36 416: 30%|███ | 36/119 [00:20<00:49, 1.67it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.08004 0.02233 0.03139 21 416: 31%|███ | 37/119 [00:21<00:42, 1.93it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07999 0.02245 0.03133 44 416: 32%|███▏ | 38/119 [00:21<00:36, 2.24it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07991 0.02252 0.0312 35 416: 33%|███▎ | 39/119 [00:21<00:34, 2.30it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07998 0.0225 0.03116 26 416: 34%|███▎ | 40/119 [00:22<00:35, 2.25it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07975 0.02256 0.03115 28 416: 34%|███▍ | 41/119 [00:23<00:44, 1.77it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07975 0.02253 0.03125 28 416: 35%|███▌ | 42/119 [00:23<00:51, 1.48it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07965 0.02245 0.03112 20 416: 36%|███▌ | 43/119 [00:24<00:53, 1.42it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07941 0.02229 0.03099 17 416: 37%|███▋ | 44/119 [00:25<00:56, 1.33it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07931 0.02204 0.03095 10 416: 38%|███▊ | 45/119 [00:25<00:45, 1.61it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07939 0.02199 0.03098 24 416: 39%|███▊ | 46/119 [00:26<00:40, 1.81it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07935 0.02198 0.03123 29 416: 39%|███▉ | 47/119 [00:26<00:38, 1.87it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.0794 0.02189 0.0311 32 416: 40%|████ | 48/119 [00:27<00:33, 2.13it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07939 0.02173 0.03114 16 416: 41%|████ | 49/119 [00:27<00:28, 2.42it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07938 0.02152 0.03133 14 416: 42%|████▏ | 50/119 [00:27<00:27, 2.49it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07945 0.02162 0.03129 34 416: 43%|████▎ | 51/119 [00:28<00:37, 1.80it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07948 0.02168 0.03122 36 416: 44%|████▎ | 52/119 [00:29<00:31, 2.12it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07942 0.02185 0.03118 34 416: 45%|████▍ | 53/119 [00:29<00:29, 2.23it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07939 0.02181 0.03116 19 416: 45%|████▌ | 54/119 [00:29<00:30, 2.16it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07924 0.02187 0.03113 27 416: 46%|████▌ | 55/119 [00:30<00:27, 2.33it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07919 0.02205 0.03113 42 416: 47%|████▋ | 56/119 [00:30<00:24, 2.54it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07914 0.02203 0.03111 28 416: 48%|████▊ | 57/119 [00:30<00:25, 2.46it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07908 0.02199 0.03105 28 416: 49%|████▊ | 58/119 [00:31<00:26, 2.31it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07902 0.02192 0.03106 18 416: 50%|████▉ | 59/119 [00:31<00:25, 2.31it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07896 0.02193 0.03107 28 416: 50%|█████ | 60/119 [00:32<00:23, 2.55it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07892 0.02193 0.03109 20 416: 51%|█████▏ | 61/119 [00:32<00:22, 2.53it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07881 0.02192 0.03106 25 416: 52%|█████▏ | 62/119 [00:33<00:25, 2.26it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07885 0.02189 0.03105 25 416: 53%|█████▎ | 63/119 [00:33<00:23, 2.42it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.0789 0.02188 0.03111 25 416: 54%|█████▍ | 64/119 [00:34<00:30, 1.79it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07888 0.02198 0.03109 40 416: 55%|█████▍ | 65/119 [00:34<00:29, 1.84it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07893 0.02205 0.03106 28 416: 55%|█████▌ | 66/119 [00:35<00:26, 2.02it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07891 0.02199 0.03104 23 416: 56%|█████▋ | 67/119 [00:35<00:22, 2.27it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07894 0.02203 0.03096 28 416: 57%|█████▋ | 68/119 [00:35<00:20, 2.46it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07888 0.02205 0.03097 28 416: 58%|█████▊ | 69/119 [00:36<00:21, 2.37it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07883 0.02205 0.03101 24 416: 59%|█████▉ | 70/119 [00:36<00:22, 2.22it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07883 0.02203 0.03106 21 416: 60%|█████▉ | 71/119 [00:37<00:19, 2.48it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07867 0.02189 0.03096 11 416: 61%|██████ | 72/119 [00:38<00:27, 1.73it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07861 0.02181 0.03092 19 416: 61%|██████▏ | 73/119 [00:38<00:25, 1.82it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07862 0.02167 0.03096 11 416: 62%|██████▏ | 74/119 [00:39<00:21, 2.05it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.0786 0.02165 0.03092 20 416: 63%|██████▎ | 75/119 [00:39<00:19, 2.22it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07853 0.02159 0.03089 22 416: 64%|██████▍ | 76/119 [00:40<00:27, 1.58it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07851 0.02161 0.03087 25 416: 65%|██████▍ | 77/119 [00:40<00:22, 1.87it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.0784 0.02164 0.03081 28 416: 66%|██████▌ | 78/119 [00:41<00:20, 2.01it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.0783 0.02162 0.03073 24 416: 66%|██████▋ | 79/119 [00:41<00:20, 1.96it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.0782 0.02153 0.0307 14 416: 67%|██████▋ | 80/119 [00:42<00:22, 1.77it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07814 0.02155 0.03066 32 416: 68%|██████▊ | 81/119 [00:42<00:19, 1.90it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07814 0.02146 0.03066 15 416: 69%|██████▉ | 82/119 [00:43<00:18, 1.95it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07815 0.0215 0.03065 30 416: 70%|██████▉ | 83/119 [00:44<00:21, 1.66it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07825 0.02145 0.03056 30 416: 71%|███████ | 84/119 [00:44<00:23, 1.50it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.0783 0.02147 0.03058 36 416: 71%|███████▏ | 85/119 [00:45<00:19, 1.76it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07826 0.02146 0.03052 21 416: 72%|███████▏ | 86/119 [00:45<00:15, 2.07it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07827 0.0214 0.0306 19 416: 73%|███████▎ | 87/119 [00:45<00:14, 2.19it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07831 0.02133 0.0306 23 416: 74%|███████▍ | 88/119 [00:46<00:14, 2.10it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07839 0.02132 0.03062 29 416: 75%|███████▍ | 89/119 [00:46<00:13, 2.23it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07832 0.02133 0.03056 28 416: 76%|███████▌ | 90/119 [00:47<00:11, 2.44it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.0782 0.02127 0.03054 18 416: 76%|███████▋ | 91/119 [00:47<00:11, 2.48it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07818 0.02126 0.03049 26 416: 77%|███████▋ | 92/119 [00:48<00:11, 2.39it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07821 0.02139 0.03052 39 416: 78%|███████▊ | 93/119 [00:48<00:12, 2.07it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07824 0.0214 0.03056 24 416: 79%|███████▉ | 94/119 [00:48<00:10, 2.34it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07821 0.02139 0.03055 23 416: 80%|███████▉ | 95/119 [00:49<00:09, 2.51it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07821 0.02132 0.03053 14 416: 81%|████████ | 96/119 [00:49<00:10, 2.18it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07815 0.02132 0.03052 24 416: 82%|████████▏ | 97/119 [00:50<00:11, 1.97it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.0782 0.02131 0.03055 27 416: 82%|████████▏ | 98/119 [00:50<00:09, 2.24it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07819 0.02133 0.03065 31 416: 83%|████████▎ | 99/119 [00:51<00:08, 2.39it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07812 0.02132 0.03061 19 416: 84%|████████▍ | 100/119 [00:51<00:08, 2.24it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07799 0.02131 0.03058 17 416: 85%|████████▍ | 101/119 [00:52<00:07, 2.29it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07802 0.02129 0.03057 19 416: 86%|████████▌ | 102/119 [00:52<00:06, 2.49it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07794 0.02134 0.03051 36 416: 87%|████████▋ | 103/119 [00:53<00:09, 1.69it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07809 0.02131 0.03049 20 416: 87%|████████▋ | 104/119 [00:53<00:08, 1.83it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.0781 0.02136 0.03043 36 416: 88%|████████▊ | 105/119 [00:54<00:06, 2.12it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07815 0.02131 0.03041 17 416: 89%|████████▉ | 106/119 [00:54<00:07, 1.76it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07814 0.02143 0.03039 41 416: 90%|████████▉ | 107/119 [00:55<00:06, 1.78it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.0781 0.02139 0.03037 19 416: 91%|█████████ | 108/119 [00:55<00:05, 2.01it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07805 0.02142 0.03037 33 416: 92%|█████████▏| 109/119 [00:56<00:04, 2.26it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07808 0.02145 0.03032 35 416: 92%|█████████▏| 110/119 [00:56<00:03, 2.46it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07807 0.02145 0.03033 27 416: 93%|█████████▎| 111/119 [00:56<00:03, 2.61it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07812 0.0214 0.03032 17 416: 94%|█████████▍| 112/119 [00:57<00:03, 2.33it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07802 0.02141 0.03033 26 416: 95%|█████████▍| 113/119 [00:57<00:02, 2.29it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07793 0.02151 0.03032 39 416: 96%|█████████▌| 114/119 [00:58<00:02, 2.46it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07792 0.02164 0.03031 45 416: 97%|█████████▋| 115/119 [00:59<00:02, 1.61it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07785 0.02166 0.03027 21 416: 97%|█████████▋| 116/119 [00:59<00:01, 1.83it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07785 0.02166 0.03025 32 416: 98%|█████████▊| 117/119 [00:59<00:00, 2.10it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07791 0.0217 0.03028 41 416: 99%|█████████▉| 118/119 [01:01<00:00, 1.55it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 2/9 0G 0.07789 0.02165 0.03019 12 416: 100%|██████████| 119/119 [01:01<00:00, 1.94it/s] Class Images Instances P R mAP50 mAP50-95: 100%|██████████| 23/23 [00:19<00:00, 1.18it/s] all 354 923 0.189 0.253 0.176 0.0655 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 0%| | 0/119 [00:00<?, ?it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07338 0.02238 0.02726 24 416: 1%| | 1/119 [00:00<00:51, 2.28it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07408 0.02075 0.03205 17 416: 2%|▏ | 2/119 [00:00<00:55, 2.12it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07314 0.02178 0.03033 28 416: 3%|▎ | 3/119 [00:02<01:31, 1.27it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07166 0.02072 0.03007 20 416: 3%|▎ | 4/119 [00:02<01:17, 1.48it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07131 0.01968 0.03056 18 416: 4%|▍ | 5/119 [00:03<01:06, 1.70it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07071 0.02 0.0303 23 416: 5%|▌ | 6/119 [00:03<00:57, 1.96it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07028 0.0201 0.02997 22 416: 6%|▌ | 7/119 [00:03<00:54, 2.05it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07032 0.01992 0.02961 21 416: 7%|▋ | 8/119 [00:04<00:54, 2.05it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.0693 0.02079 0.0293 29 416: 8%|▊ | 9/119 [00:05<01:13, 1.49it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.06988 0.02111 0.02894 27 416: 8%|▊ | 10/119 [00:06<01:31, 1.19it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07008 0.02056 0.02901 15 416: 9%|▉ | 11/119 [00:07<01:17, 1.40it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07028 0.02095 0.02908 34 416: 10%|█ | 12/119 [00:07<01:13, 1.46it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07073 0.02137 0.02906 32 416: 11%|█ | 13/119 [00:07<01:01, 1.73it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07087 0.02168 0.02913 33 416: 12%|█▏ | 14/119 [00:08<00:51, 2.02it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07107 0.02196 0.02936 32 416: 13%|█▎ | 15/119 [00:09<01:08, 1.51it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07145 0.02215 0.02939 33 416: 13%|█▎ | 16/119 [00:09<00:57, 1.79it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07189 0.02249 0.02921 40 416: 14%|█▍ | 17/119 [00:09<00:49, 2.08it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.0719 0.02257 0.02931 31 416: 15%|█▌ | 18/119 [00:10<00:43, 2.30it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07204 0.02239 0.0293 19 416: 16%|█▌ | 19/119 [00:10<00:40, 2.49it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07187 0.02233 0.02913 19 416: 17%|█▋ | 20/119 [00:11<00:43, 2.25it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07189 0.02228 0.02915 24 416: 18%|█▊ | 21/119 [00:11<00:49, 1.96it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07185 0.02257 0.02898 38 416: 18%|█▊ | 22/119 [00:12<00:43, 2.23it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07182 0.02264 0.02902 39 416: 19%|█▉ | 23/119 [00:12<00:38, 2.49it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07236 0.02237 0.02933 20 416: 20%|██ | 24/119 [00:14<01:15, 1.26it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07246 0.02244 0.02941 31 416: 21%|██ | 25/119 [00:14<01:01, 1.54it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07219 0.02242 0.02913 24 416: 22%|██▏ | 26/119 [00:14<00:52, 1.78it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07243 0.02245 0.02911 37 416: 23%|██▎ | 27/119 [00:15<00:45, 2.01it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07241 0.0222 0.02888 17 416: 24%|██▎ | 28/119 [00:15<00:44, 2.06it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07234 0.0222 0.02889 26 416: 24%|██▍ | 29/119 [00:16<00:43, 2.06it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07236 0.02242 0.02877 40 416: 25%|██▌ | 30/119 [00:16<00:45, 1.97it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07253 0.02251 0.02877 34 416: 26%|██▌ | 31/119 [00:17<00:41, 2.13it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07267 0.02246 0.02869 30 416: 27%|██▋ | 32/119 [00:17<00:43, 1.98it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07263 0.02244 0.02888 33 416: 28%|██▊ | 33/119 [00:18<00:47, 1.81it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07288 0.0223 0.02883 27 416: 29%|██▊ | 34/119 [00:18<00:46, 1.84it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07273 0.02237 0.02883 31 416: 29%|██▉ | 35/119 [00:19<00:39, 2.10it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.0726 0.02244 0.02883 23 416: 30%|███ | 36/119 [00:19<00:38, 2.17it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07263 0.02247 0.02889 35 416: 31%|███ | 37/119 [00:20<00:59, 1.37it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07273 0.02253 0.0289 31 416: 32%|███▏ | 38/119 [00:21<00:50, 1.59it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07272 0.0222 0.02946 13 416: 33%|███▎ | 39/119 [00:21<00:42, 1.88it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07281 0.02226 0.02939 30 416: 34%|███▎ | 40/119 [00:22<00:48, 1.64it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07296 0.02231 0.02932 34 416: 34%|███▍ | 41/119 [00:22<00:45, 1.70it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07304 0.02217 0.02938 23 416: 35%|███▌ | 42/119 [00:23<00:38, 2.00it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07319 0.02209 0.02932 19 416: 36%|███▌ | 43/119 [00:23<00:34, 2.23it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07298 0.02229 0.0292 35 416: 37%|███▋ | 44/119 [00:24<00:33, 2.21it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07305 0.02225 0.02914 26 416: 38%|███▊ | 45/119 [00:24<00:36, 2.04it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07286 0.02216 0.02913 21 416: 39%|███▊ | 46/119 [00:24<00:32, 2.26it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07272 0.0224 0.02902 41 416: 39%|███▉ | 47/119 [00:26<00:46, 1.56it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07264 0.02265 0.02899 42 416: 40%|████ | 48/119 [00:26<00:50, 1.41it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07264 0.02267 0.02897 25 416: 41%|████ | 49/119 [00:27<00:43, 1.62it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07261 0.0228 0.02892 35 416: 42%|████▏ | 50/119 [00:27<00:41, 1.66it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07252 0.02276 0.02893 23 416: 43%|████▎ | 51/119 [00:28<00:48, 1.41it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07236 0.02268 0.02891 20 416: 44%|████▎ | 52/119 [00:29<00:43, 1.53it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07212 0.02279 0.02887 30 416: 45%|████▍ | 53/119 [00:29<00:38, 1.73it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07204 0.02272 0.02887 19 416: 45%|████▌ | 54/119 [00:30<00:32, 2.01it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07199 0.02278 0.02877 41 416: 46%|████▌ | 55/119 [00:30<00:29, 2.13it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07203 0.02295 0.0288 40 416: 47%|████▋ | 56/119 [00:31<00:41, 1.53it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07196 0.02299 0.02874 25 416: 48%|████▊ | 57/119 [00:32<00:37, 1.63it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.0718 0.02321 0.02879 40 416: 49%|████▊ | 58/119 [00:33<00:55, 1.10it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07174 0.02321 0.02878 28 416: 50%|████▉ | 59/119 [00:34<00:47, 1.27it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07157 0.02342 0.02868 48 416: 50%|█████ | 60/119 [00:34<00:42, 1.38it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07143 0.02351 0.02866 37 416: 51%|█████▏ | 61/119 [00:35<00:38, 1.51it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07121 0.02346 0.02855 23 416: 52%|█████▏ | 62/119 [00:35<00:35, 1.59it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07121 0.02374 0.02856 61 416: 53%|█████▎ | 63/119 [00:37<00:52, 1.07it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07117 0.02377 0.02858 29 416: 54%|█████▍ | 64/119 [00:37<00:44, 1.24it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07125 0.02361 0.02851 25 416: 55%|█████▍ | 65/119 [00:38<00:35, 1.51it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07125 0.02371 0.0286 36 416: 55%|█████▌ | 66/119 [00:38<00:33, 1.60it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07119 0.02371 0.02872 27 416: 56%|█████▋ | 67/119 [00:39<00:32, 1.58it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07116 0.02363 0.02874 18 416: 57%|█████▋ | 68/119 [00:39<00:29, 1.72it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07103 0.02362 0.02868 25 416: 58%|█████▊ | 69/119 [00:40<00:24, 2.00it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07086 0.0237 0.02858 30 416: 59%|█████▉ | 70/119 [00:40<00:24, 2.01it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07079 0.02373 0.02859 32 416: 60%|█████▉ | 71/119 [00:41<00:34, 1.39it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07083 0.02366 0.02854 25 416: 61%|██████ | 72/119 [00:42<00:27, 1.68it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07075 0.02374 0.02859 29 416: 61%|██████▏ | 73/119 [00:42<00:24, 1.87it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07069 0.02372 0.02846 22 416: 62%|██████▏ | 74/119 [00:43<00:24, 1.83it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07074 0.02374 0.02844 32 416: 63%|██████▎ | 75/119 [00:43<00:22, 1.92it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07072 0.02361 0.02847 16 416: 64%|██████▍ | 76/119 [00:44<00:28, 1.50it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07064 0.02376 0.02848 42 416: 65%|██████▍ | 77/119 [00:45<00:28, 1.46it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07062 0.02378 0.02842 34 416: 66%|██████▌ | 78/119 [00:45<00:23, 1.75it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07055 0.02367 0.02833 13 416: 66%|██████▋ | 79/119 [00:46<00:20, 1.93it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.0705 0.02365 0.02829 25 416: 67%|██████▋ | 80/119 [00:46<00:19, 2.03it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07045 0.02361 0.02837 24 416: 68%|██████▊ | 81/119 [00:47<00:19, 1.97it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07049 0.02355 0.02831 24 416: 69%|██████▉ | 82/119 [00:47<00:18, 1.99it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07041 0.02353 0.02826 28 416: 70%|██████▉ | 83/119 [00:47<00:15, 2.26it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07043 0.02352 0.02822 28 416: 71%|███████ | 84/119 [00:48<00:14, 2.48it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07039 0.02347 0.02824 23 416: 71%|███████▏ | 85/119 [00:48<00:12, 2.62it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.0704 0.02342 0.02817 35 416: 72%|███████▏ | 86/119 [00:49<00:16, 2.02it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07037 0.02352 0.02817 42 416: 73%|███████▎ | 87/119 [00:50<00:21, 1.50it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07036 0.02362 0.02812 42 416: 74%|███████▍ | 88/119 [00:51<00:22, 1.36it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07034 0.02364 0.02812 25 416: 75%|███████▍ | 89/119 [00:51<00:19, 1.53it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07025 0.02362 0.02808 23 416: 76%|███████▌ | 90/119 [00:52<00:18, 1.58it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.0702 0.02355 0.02805 21 416: 76%|███████▋ | 91/119 [00:52<00:14, 1.88it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07019 0.02353 0.02809 29 416: 77%|███████▋ | 92/119 [00:52<00:12, 2.16it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07024 0.02345 0.02806 20 416: 78%|███████▊ | 93/119 [00:53<00:11, 2.36it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07024 0.02349 0.0281 34 416: 79%|███████▉ | 94/119 [00:53<00:11, 2.20it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07027 0.02348 0.02805 32 416: 80%|███████▉ | 95/119 [00:54<00:10, 2.31it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.0703 0.02347 0.02806 26 416: 81%|████████ | 96/119 [00:55<00:16, 1.42it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07034 0.02342 0.02801 26 416: 82%|████████▏ | 97/119 [00:55<00:13, 1.63it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07037 0.02335 0.02805 22 416: 82%|████████▏ | 98/119 [00:56<00:11, 1.90it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07028 0.0233 0.02817 22 416: 83%|████████▎ | 99/119 [00:56<00:09, 2.15it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.0703 0.02327 0.02817 26 416: 84%|████████▍ | 100/119 [00:56<00:08, 2.36it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07027 0.02329 0.02822 34 416: 85%|████████▍ | 101/119 [00:57<00:08, 2.02it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07013 0.0233 0.02816 22 416: 86%|████████▌ | 102/119 [00:57<00:07, 2.29it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07012 0.02331 0.02809 31 416: 87%|████████▋ | 103/119 [00:58<00:06, 2.53it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07009 0.02336 0.02809 36 416: 87%|████████▋ | 104/119 [00:58<00:05, 2.58it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.07001 0.02343 0.0281 29 416: 88%|████████▊ | 105/119 [00:59<00:08, 1.70it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.06992 0.02345 0.02807 26 416: 89%|████████▉ | 106/119 [00:59<00:06, 1.92it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.06988 0.02343 0.02807 27 416: 90%|████████▉ | 107/119 [01:00<00:06, 1.86it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.06981 0.02344 0.02806 31 416: 91%|█████████ | 108/119 [01:00<00:05, 2.05it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.06974 0.02342 0.02799 30 416: 92%|█████████▏| 109/119 [01:01<00:04, 2.35it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.06971 0.0235 0.02797 39 416: 92%|█████████▏| 110/119 [01:01<00:04, 2.19it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.06963 0.02348 0.02792 26 416: 93%|█████████▎| 111/119 [01:02<00:03, 2.12it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.06953 0.02351 0.02786 30 416: 94%|█████████▍| 112/119 [01:02<00:03, 2.17it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.06958 0.02344 0.02788 15 416: 95%|█████████▍| 113/119 [01:03<00:03, 1.95it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.06964 0.02338 0.02788 20 416: 96%|█████████▌| 114/119 [01:03<00:02, 2.18it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.06958 0.02336 0.02782 18 416: 97%|█████████▋| 115/119 [01:04<00:01, 2.01it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.06964 0.02331 0.02779 23 416: 97%|█████████▋| 116/119 [01:04<00:01, 2.23it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.06963 0.0233 0.02782 30 416: 98%|█████████▊| 117/119 [01:04<00:00, 2.50it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.0696 0.02332 0.02779 34 416: 99%|█████████▉| 118/119 [01:05<00:00, 2.59it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 3/9 0G 0.06951 0.02332 0.02774 17 416: 100%|██████████| 119/119 [01:05<00:00, 1.81it/s] Class Images Instances P R mAP50 mAP50-95: 100%|██████████| 23/23 [00:25<00:00, 1.12s/it] all 354 923 0.47 0.372 0.224 0.0803 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 0%| | 0/119 [00:00<?, ?it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06645 0.01853 0.02572 22 416: 1%| | 1/119 [00:00<01:29, 1.32it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06835 0.01846 0.02687 23 416: 2%|▏ | 2/119 [00:01<01:24, 1.38it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06712 0.02337 0.02704 43 416: 3%|▎ | 3/119 [00:01<01:11, 1.63it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06655 0.02263 0.02651 22 416: 3%|▎ | 4/119 [00:02<00:57, 1.99it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06544 0.02147 0.02676 20 416: 4%|▍ | 5/119 [00:02<00:55, 2.05it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06378 0.02133 0.02672 18 416: 5%|▌ | 6/119 [00:03<00:56, 2.01it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06396 0.02072 0.02728 19 416: 6%|▌ | 7/119 [00:03<00:56, 1.98it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06356 0.02108 0.02651 26 416: 7%|▋ | 8/119 [00:04<00:48, 2.30it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06297 0.02346 0.02628 47 416: 8%|▊ | 9/119 [00:04<00:55, 1.97it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06287 0.02305 0.02698 19 416: 8%|▊ | 10/119 [00:05<01:05, 1.67it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06287 0.02278 0.02676 23 416: 9%|▉ | 11/119 [00:05<00:58, 1.84it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06286 0.02219 0.02634 16 416: 10%|█ | 12/119 [00:06<00:54, 1.95it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06298 0.02253 0.02604 30 416: 11%|█ | 13/119 [00:06<00:47, 2.23it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06317 0.02213 0.02611 22 416: 12%|█▏ | 14/119 [00:07<00:44, 2.38it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06323 0.02219 0.02616 23 416: 13%|█▎ | 15/119 [00:07<00:44, 2.34it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06336 0.02314 0.02629 46 416: 13%|█▎ | 16/119 [00:08<01:07, 1.54it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06333 0.02358 0.02607 41 416: 14%|█▍ | 17/119 [00:09<01:02, 1.63it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06332 0.02367 0.02566 29 416: 15%|█▌ | 18/119 [00:09<00:53, 1.87it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06316 0.02349 0.02588 24 416: 16%|█▌ | 19/119 [00:09<00:47, 2.09it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06291 0.02366 0.02562 33 416: 17%|█▋ | 20/119 [00:10<00:44, 2.21it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06363 0.02344 0.02561 23 416: 18%|█▊ | 21/119 [00:10<00:48, 2.03it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06378 0.02358 0.02579 30 416: 18%|█▊ | 22/119 [00:11<00:43, 2.21it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06352 0.02371 0.02557 33 416: 19%|█▉ | 23/119 [00:11<00:38, 2.50it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.0636 0.02321 0.02578 13 416: 20%|██ | 24/119 [00:13<01:17, 1.23it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06357 0.02304 0.02546 24 416: 21%|██ | 25/119 [00:13<01:06, 1.41it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06344 0.02282 0.02576 18 416: 22%|██▏ | 26/119 [00:14<00:55, 1.68it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06341 0.02282 0.02586 29 416: 23%|██▎ | 27/119 [00:14<00:46, 1.98it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.0634 0.02287 0.02568 30 416: 24%|██▎ | 28/119 [00:14<00:40, 2.27it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06355 0.02281 0.02621 22 416: 24%|██▍ | 29/119 [00:14<00:36, 2.43it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06367 0.02299 0.02618 42 416: 25%|██▌ | 30/119 [00:15<00:39, 2.24it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06345 0.02305 0.02621 27 416: 26%|██▌ | 31/119 [00:15<00:38, 2.31it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06323 0.0229 0.02615 17 416: 27%|██▋ | 32/119 [00:16<00:33, 2.57it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06339 0.02296 0.02605 41 416: 28%|██▊ | 33/119 [00:16<00:33, 2.56it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06347 0.02299 0.02606 28 416: 29%|██▊ | 34/119 [00:17<00:41, 2.05it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06348 0.02294 0.02591 23 416: 29%|██▉ | 35/119 [00:17<00:37, 2.21it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06354 0.02291 0.02579 28 416: 30%|███ | 36/119 [00:17<00:32, 2.53it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06337 0.02273 0.02583 17 416: 31%|███ | 37/119 [00:18<00:31, 2.63it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.0633 0.023 0.0257 44 416: 32%|███▏ | 38/119 [00:18<00:34, 2.36it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06323 0.02289 0.02573 21 416: 33%|███▎ | 39/119 [00:19<00:32, 2.45it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06336 0.02273 0.02568 20 416: 34%|███▎ | 40/119 [00:19<00:31, 2.47it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06327 0.02313 0.02564 46 416: 34%|███▍ | 41/119 [00:20<00:47, 1.64it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.0636 0.02308 0.02573 23 416: 35%|███▌ | 42/119 [00:21<00:50, 1.53it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.0636 0.02301 0.02572 29 416: 36%|███▌ | 43/119 [00:21<00:42, 1.80it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06352 0.02302 0.02569 28 416: 37%|███▋ | 44/119 [00:22<00:36, 2.05it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06363 0.02301 0.02575 25 416: 38%|███▊ | 45/119 [00:22<00:32, 2.27it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06359 0.023 0.02564 35 416: 39%|███▊ | 46/119 [00:22<00:33, 2.17it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06368 0.02297 0.02556 26 416: 39%|███▉ | 47/119 [00:23<00:33, 2.18it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06368 0.0229 0.02551 23 416: 40%|████ | 48/119 [00:23<00:29, 2.44it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06362 0.02306 0.02555 43 416: 41%|████ | 49/119 [00:24<00:38, 1.80it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06365 0.0231 0.02557 39 416: 42%|████▏ | 50/119 [00:25<00:46, 1.48it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06354 0.02324 0.02548 33 416: 43%|████▎ | 51/119 [00:25<00:41, 1.63it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06376 0.02302 0.02539 15 416: 44%|████▎ | 52/119 [00:26<00:38, 1.74it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06378 0.02306 0.02532 33 416: 45%|████▍ | 53/119 [00:27<00:45, 1.46it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06379 0.02318 0.02534 42 416: 45%|████▌ | 54/119 [00:28<00:51, 1.25it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06365 0.02301 0.02528 13 416: 46%|████▌ | 55/119 [00:28<00:43, 1.47it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06377 0.02289 0.02531 22 416: 47%|████▋ | 56/119 [00:29<00:37, 1.70it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.0637 0.02269 0.02536 16 416: 48%|████▊ | 57/119 [00:29<00:37, 1.66it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06371 0.02279 0.02536 38 416: 49%|████▊ | 58/119 [00:30<00:32, 1.86it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06381 0.02276 0.02545 23 416: 50%|████▉ | 59/119 [00:30<00:28, 2.12it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06381 0.0229 0.0254 45 416: 50%|█████ | 60/119 [00:30<00:25, 2.36it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.0638 0.02284 0.02536 24 416: 51%|█████▏ | 61/119 [00:31<00:23, 2.49it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06384 0.02281 0.02538 28 416: 52%|█████▏ | 62/119 [00:31<00:24, 2.34it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06379 0.0228 0.02541 21 416: 53%|█████▎ | 63/119 [00:32<00:24, 2.30it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06398 0.02266 0.02545 19 416: 54%|█████▍ | 64/119 [00:32<00:21, 2.55it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06391 0.02264 0.02542 25 416: 55%|█████▍ | 65/119 [00:32<00:20, 2.57it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06388 0.02275 0.02542 39 416: 55%|█████▌ | 66/119 [00:33<00:22, 2.38it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06386 0.02275 0.0254 26 416: 56%|█████▋ | 67/119 [00:33<00:22, 2.33it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06381 0.02294 0.0254 51 416: 57%|█████▋ | 68/119 [00:35<00:41, 1.23it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06368 0.02302 0.02534 35 416: 58%|█████▊ | 69/119 [00:35<00:34, 1.44it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06358 0.02299 0.02529 24 416: 59%|█████▉ | 70/119 [00:36<00:31, 1.54it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06342 0.02297 0.02531 20 416: 60%|█████▉ | 71/119 [00:36<00:27, 1.74it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06342 0.02294 0.02527 25 416: 61%|██████ | 72/119 [00:37<00:23, 2.02it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06338 0.02294 0.02527 31 416: 61%|██████▏ | 73/119 [00:38<00:31, 1.47it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06328 0.02289 0.02535 28 416: 62%|██████▏ | 74/119 [00:38<00:26, 1.68it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06325 0.0227 0.02533 8 416: 63%|██████▎ | 75/119 [00:39<00:25, 1.75it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06335 0.02261 0.02529 20 416: 64%|██████▍ | 76/119 [00:39<00:22, 1.94it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06334 0.0227 0.0252 33 416: 65%|██████▍ | 77/119 [00:40<00:21, 1.95it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06339 0.02259 0.02527 25 416: 66%|██████▌ | 78/119 [00:40<00:21, 1.91it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06343 0.02257 0.02542 33 416: 66%|██████▋ | 79/119 [00:40<00:18, 2.20it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.0634 0.02261 0.02534 28 416: 67%|██████▋ | 80/119 [00:41<00:19, 2.01it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06345 0.02265 0.02532 31 416: 68%|██████▊ | 81/119 [00:42<00:19, 2.00it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06343 0.02257 0.0253 32 416: 69%|██████▉ | 82/119 [00:42<00:17, 2.16it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.0634 0.02254 0.02528 20 416: 70%|██████▉ | 83/119 [00:42<00:15, 2.28it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06331 0.02262 0.02525 35 416: 71%|███████ | 84/119 [00:43<00:14, 2.36it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06324 0.02268 0.02522 34 416: 71%|███████▏ | 85/119 [00:43<00:13, 2.54it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06325 0.02269 0.02514 34 416: 72%|███████▏ | 86/119 [00:44<00:15, 2.13it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06322 0.02258 0.02517 16 416: 73%|███████▎ | 87/119 [00:44<00:14, 2.22it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06327 0.02264 0.02518 34 416: 74%|███████▍ | 88/119 [00:44<00:12, 2.51it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06317 0.0226 0.0251 21 416: 75%|███████▍ | 89/119 [00:45<00:11, 2.63it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06315 0.02266 0.02507 32 416: 76%|███████▌ | 90/119 [00:45<00:11, 2.59it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06305 0.02274 0.02501 40 416: 76%|███████▋ | 91/119 [00:46<00:11, 2.39it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06301 0.02274 0.02502 32 416: 77%|███████▋ | 92/119 [00:47<00:17, 1.58it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06299 0.02276 0.02496 30 416: 78%|███████▊ | 93/119 [00:47<00:15, 1.70it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06297 0.02273 0.02493 20 416: 79%|███████▉ | 94/119 [00:48<00:13, 1.88it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06296 0.02272 0.02494 30 416: 80%|███████▉ | 95/119 [00:48<00:11, 2.15it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06301 0.0227 0.02497 29 416: 81%|████████ | 96/119 [00:48<00:09, 2.38it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06306 0.02261 0.02501 19 416: 82%|████████▏ | 97/119 [00:49<00:08, 2.53it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06306 0.02259 0.02499 34 416: 82%|████████▏ | 98/119 [00:49<00:10, 2.03it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06294 0.02263 0.02495 28 416: 83%|████████▎ | 99/119 [00:50<00:09, 2.21it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06299 0.02256 0.02508 25 416: 84%|████████▍ | 100/119 [00:50<00:07, 2.48it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06299 0.02244 0.02505 16 416: 85%|████████▍ | 101/119 [00:51<00:08, 2.01it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.063 0.02237 0.02503 17 416: 86%|████████▌ | 102/119 [00:51<00:09, 1.88it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06293 0.02231 0.02503 14 416: 87%|████████▋ | 103/119 [00:52<00:07, 2.18it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.0629 0.02232 0.02497 26 416: 87%|████████▋ | 104/119 [00:52<00:06, 2.41it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06286 0.02225 0.02506 20 416: 88%|████████▊ | 105/119 [00:52<00:05, 2.63it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06293 0.0222 0.025 28 416: 89%|████████▉ | 106/119 [00:53<00:05, 2.28it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.0629 0.02227 0.02499 37 416: 90%|████████▉ | 107/119 [00:54<00:07, 1.63it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06291 0.02226 0.02499 33 416: 91%|█████████ | 108/119 [00:54<00:05, 1.91it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06292 0.02222 0.02496 21 416: 92%|█████████▏| 109/119 [00:54<00:04, 2.18it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06299 0.02223 0.02496 24 416: 92%|█████████▏| 110/119 [00:55<00:03, 2.41it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06299 0.02228 0.02493 36 416: 93%|█████████▎| 111/119 [00:55<00:03, 2.55it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06294 0.02245 0.02495 43 416: 94%|█████████▍| 112/119 [00:56<00:04, 1.71it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06297 0.02234 0.02504 13 416: 95%|█████████▍| 113/119 [00:56<00:03, 1.97it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06285 0.02227 0.02497 11 416: 96%|█████████▌| 114/119 [00:57<00:02, 2.21it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.0628 0.02222 0.02495 16 416: 97%|█████████▋| 115/119 [00:57<00:01, 2.38it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.0628 0.02234 0.02495 39 416: 97%|█████████▋| 116/119 [00:58<00:01, 1.65it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06278 0.0223 0.02494 30 416: 98%|█████████▊| 117/119 [00:58<00:01, 1.86it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06277 0.02228 0.02496 29 416: 99%|█████████▉| 118/119 [00:59<00:00, 1.91it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 4/9 0G 0.06276 0.02226 0.02502 17 416: 100%|██████████| 119/119 [00:59<00:00, 1.99it/s] Class Images Instances P R mAP50 mAP50-95: 100%|██████████| 23/23 [00:40<00:00, 1.74s/it] all 354 923 0.287 0.34 0.284 0.123 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 0%| | 0/119 [00:00<?, ?it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.06024 0.03327 0.02287 35 416: 1%| | 1/119 [00:00<01:07, 1.74it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.06651 0.03022 0.0227 40 416: 2%|▏ | 2/119 [00:01<02:03, 1.06s/it]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.06273 0.02984 0.02448 36 416: 3%|▎ | 3/119 [00:02<01:30, 1.28it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.06225 0.02784 0.02388 26 416: 3%|▎ | 4/119 [00:02<01:11, 1.60it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.06295 0.02746 0.02384 36 416: 4%|▍ | 5/119 [00:03<01:08, 1.68it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.0604 0.02808 0.02351 31 416: 5%|▌ | 6/119 [00:03<01:00, 1.88it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.06096 0.02849 0.02389 47 416: 6%|▌ | 7/119 [00:04<00:52, 2.15it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.06138 0.02748 0.02443 33 416: 7%|▋ | 8/119 [00:04<00:49, 2.26it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.06092 0.02708 0.02427 24 416: 8%|▊ | 9/119 [00:04<00:46, 2.39it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.06018 0.02697 0.02389 29 416: 8%|▊ | 10/119 [00:05<00:49, 2.19it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.06071 0.02659 0.02395 28 416: 9%|▉ | 11/119 [00:05<00:53, 2.03it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.06032 0.02676 0.02365 41 416: 10%|█ | 12/119 [00:07<01:12, 1.48it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.06039 0.02642 0.02377 36 416: 11%|█ | 13/119 [00:07<01:06, 1.61it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05978 0.02628 0.02372 29 416: 12%|█▏ | 14/119 [00:07<00:57, 1.82it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05996 0.02544 0.02414 12 416: 13%|█▎ | 15/119 [00:08<00:49, 2.10it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.06002 0.02519 0.024 28 416: 13%|█▎ | 16/119 [00:08<00:45, 2.26it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05998 0.02449 0.02389 14 416: 14%|█▍ | 17/119 [00:09<00:44, 2.28it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05999 0.0244 0.02409 28 416: 15%|█▌ | 18/119 [00:09<00:50, 2.02it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05991 0.02453 0.02396 40 416: 16%|█▌ | 19/119 [00:09<00:43, 2.29it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05976 0.02448 0.02389 23 416: 17%|█▋ | 20/119 [00:10<00:39, 2.54it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05948 0.02439 0.02401 23 416: 18%|█▊ | 21/119 [00:10<00:37, 2.65it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05957 0.02467 0.02412 37 416: 18%|█▊ | 22/119 [00:11<00:39, 2.45it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05951 0.02435 0.02403 25 416: 19%|█▉ | 23/119 [00:11<00:40, 2.39it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05935 0.02418 0.02417 20 416: 20%|██ | 24/119 [00:11<00:35, 2.65it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05915 0.02386 0.02398 16 416: 21%|██ | 25/119 [00:12<00:33, 2.78it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05883 0.02383 0.0239 30 416: 22%|██▏ | 26/119 [00:12<00:35, 2.60it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05885 0.02392 0.02374 25 416: 23%|██▎ | 27/119 [00:13<00:39, 2.33it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05878 0.02441 0.02396 47 416: 24%|██▎ | 28/119 [00:14<01:12, 1.25it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05875 0.02455 0.02401 36 416: 24%|██▍ | 29/119 [00:15<00:59, 1.52it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.0588 0.02486 0.02386 45 416: 25%|██▌ | 30/119 [00:16<01:19, 1.12it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05896 0.02446 0.02404 13 416: 26%|██▌ | 31/119 [00:16<01:06, 1.32it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05885 0.02433 0.02391 29 416: 27%|██▋ | 32/119 [00:17<00:56, 1.55it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05879 0.02418 0.02381 21 416: 28%|██▊ | 33/119 [00:17<00:52, 1.64it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05895 0.02428 0.02379 39 416: 29%|██▊ | 34/119 [00:18<00:51, 1.64it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05888 0.02409 0.02382 21 416: 29%|██▉ | 35/119 [00:18<00:44, 1.90it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05895 0.0242 0.02367 40 416: 30%|███ | 36/119 [00:19<00:38, 2.13it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05892 0.02412 0.02354 28 416: 31%|███ | 37/119 [00:19<00:36, 2.27it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05877 0.02388 0.0234 20 416: 32%|███▏ | 38/119 [00:20<00:37, 2.14it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05862 0.02381 0.0235 34 416: 33%|███▎ | 39/119 [00:20<00:36, 2.21it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05851 0.02363 0.02334 21 416: 34%|███▎ | 40/119 [00:20<00:33, 2.38it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05828 0.02362 0.02325 27 416: 34%|███▍ | 41/119 [00:21<00:30, 2.56it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05823 0.02368 0.02313 35 416: 35%|███▌ | 42/119 [00:21<00:28, 2.66it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05801 0.02362 0.02309 28 416: 36%|███▌ | 43/119 [00:22<00:35, 2.16it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05804 0.02347 0.02307 25 416: 37%|███▋ | 44/119 [00:22<00:38, 1.96it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05819 0.02337 0.02307 26 416: 38%|███▊ | 45/119 [00:23<00:33, 2.21it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05827 0.0235 0.02311 29 416: 39%|███▊ | 46/119 [00:23<00:31, 2.33it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05827 0.02327 0.02307 15 416: 39%|███▉ | 47/119 [00:23<00:32, 2.20it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05842 0.02317 0.02315 22 416: 40%|████ | 48/119 [00:24<00:35, 2.02it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05842 0.02335 0.02304 40 416: 41%|████ | 49/119 [00:25<00:46, 1.51it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05847 0.02341 0.02299 32 416: 42%|████▏ | 50/119 [00:26<00:45, 1.53it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05844 0.02325 0.02308 20 416: 43%|████▎ | 51/119 [00:26<00:41, 1.62it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05827 0.02333 0.02307 26 416: 44%|████▎ | 52/119 [00:27<00:35, 1.91it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05805 0.02324 0.023 20 416: 45%|████▍ | 53/119 [00:27<00:30, 2.19it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05816 0.02338 0.02308 37 416: 45%|████▌ | 54/119 [00:28<00:43, 1.48it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05809 0.02341 0.02302 36 416: 46%|████▌ | 55/119 [00:28<00:35, 1.79it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.058 0.02366 0.02302 49 416: 47%|████▋ | 56/119 [00:30<00:46, 1.35it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05803 0.02354 0.02311 19 416: 48%|████▊ | 57/119 [00:30<00:37, 1.64it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05798 0.02359 0.02314 32 416: 49%|████▊ | 58/119 [00:31<00:43, 1.42it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05794 0.02352 0.02304 24 416: 50%|████▉ | 59/119 [00:31<00:39, 1.50it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05816 0.02333 0.02304 16 416: 50%|█████ | 60/119 [00:32<00:42, 1.40it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05817 0.02316 0.02305 19 416: 51%|█████▏ | 61/119 [00:32<00:34, 1.70it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05812 0.02306 0.02304 20 416: 52%|█████▏ | 62/119 [00:33<00:29, 1.92it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05805 0.02305 0.02308 24 416: 53%|█████▎ | 63/119 [00:33<00:30, 1.86it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05798 0.02297 0.02298 19 416: 54%|█████▍ | 64/119 [00:34<00:26, 2.06it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05814 0.0229 0.02297 30 416: 55%|█████▍ | 65/119 [00:34<00:22, 2.36it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05812 0.02281 0.02294 17 416: 55%|█████▌ | 66/119 [00:35<00:23, 2.25it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05809 0.02269 0.02296 13 416: 56%|█████▋ | 67/119 [00:35<00:23, 2.26it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05816 0.02266 0.02303 21 416: 57%|█████▋ | 68/119 [00:35<00:23, 2.16it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05841 0.02256 0.02303 13 416: 58%|█████▊ | 69/119 [00:36<00:20, 2.48it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05838 0.02255 0.02299 33 416: 59%|█████▉ | 70/119 [00:36<00:20, 2.42it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05828 0.02246 0.02294 20 416: 60%|█████▉ | 71/119 [00:37<00:18, 2.57it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05817 0.02243 0.02291 27 416: 61%|██████ | 72/119 [00:37<00:19, 2.35it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.0582 0.02239 0.02285 26 416: 61%|██████▏ | 73/119 [00:37<00:18, 2.43it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05817 0.02242 0.02284 30 416: 62%|██████▏ | 74/119 [00:38<00:17, 2.62it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05813 0.02234 0.02281 24 416: 63%|██████▎ | 75/119 [00:38<00:17, 2.54it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05808 0.0224 0.02278 31 416: 64%|██████▍ | 76/119 [00:39<00:16, 2.56it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05796 0.02238 0.02284 22 416: 65%|██████▍ | 77/119 [00:39<00:18, 2.33it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05798 0.02234 0.02282 25 416: 66%|██████▌ | 78/119 [00:39<00:15, 2.58it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05801 0.02234 0.0228 31 416: 66%|██████▋ | 79/119 [00:40<00:14, 2.77it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05809 0.02238 0.02288 32 416: 67%|██████▋ | 80/119 [00:40<00:14, 2.78it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05809 0.02244 0.02287 32 416: 68%|██████▊ | 81/119 [00:41<00:15, 2.43it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05815 0.02248 0.02286 37 416: 69%|██████▉ | 82/119 [00:41<00:14, 2.53it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05818 0.02242 0.02293 23 416: 70%|██████▉ | 83/119 [00:41<00:13, 2.60it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05836 0.02236 0.02305 24 416: 71%|███████ | 84/119 [00:42<00:16, 2.09it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05831 0.02236 0.02302 36 416: 71%|███████▏ | 85/119 [00:42<00:16, 2.02it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05823 0.02234 0.02306 23 416: 72%|███████▏ | 86/119 [00:43<00:14, 2.30it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05816 0.02233 0.023 24 416: 73%|███████▎ | 87/119 [00:43<00:12, 2.52it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05816 0.02242 0.02299 32 416: 74%|███████▍ | 88/119 [00:43<00:12, 2.57it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05814 0.02247 0.02299 27 416: 75%|███████▍ | 89/119 [00:44<00:12, 2.36it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05804 0.02254 0.02297 25 416: 76%|███████▌ | 90/119 [00:44<00:13, 2.17it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05804 0.02259 0.02294 31 416: 76%|███████▋ | 91/119 [00:45<00:11, 2.43it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05813 0.02252 0.02288 18 416: 77%|███████▋ | 92/119 [00:45<00:10, 2.50it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05824 0.02249 0.02292 32 416: 78%|███████▊ | 93/119 [00:46<00:10, 2.51it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05821 0.02248 0.02294 25 416: 79%|███████▉ | 94/119 [00:46<00:10, 2.33it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05813 0.02233 0.02298 9 416: 80%|███████▉ | 95/119 [00:47<00:13, 1.75it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05806 0.02234 0.02299 26 416: 81%|████████ | 96/119 [00:47<00:12, 1.82it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.0581 0.02227 0.023 20 416: 82%|████████▏ | 97/119 [00:48<00:11, 1.98it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05801 0.02236 0.02297 39 416: 82%|████████▏ | 98/119 [00:48<00:09, 2.18it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05797 0.02245 0.02298 45 416: 83%|████████▎ | 99/119 [00:49<00:08, 2.24it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05796 0.02236 0.02296 16 416: 84%|████████▍ | 100/119 [00:49<00:08, 2.33it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05789 0.02237 0.02292 27 416: 85%|████████▍ | 101/119 [00:50<00:08, 2.15it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05791 0.02228 0.0229 13 416: 86%|████████▌ | 102/119 [00:50<00:07, 2.43it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05784 0.02245 0.02287 45 416: 87%|████████▋ | 103/119 [00:51<00:08, 1.94it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05785 0.02249 0.02291 25 416: 87%|████████▋ | 104/119 [00:51<00:07, 1.91it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05782 0.0225 0.02291 33 416: 88%|████████▊ | 105/119 [00:52<00:09, 1.55it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05781 0.02258 0.02287 36 416: 89%|████████▉ | 106/119 [00:53<00:09, 1.37it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05776 0.02253 0.02285 20 416: 90%|████████▉ | 107/119 [00:53<00:07, 1.66it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05778 0.02261 0.02279 44 416: 91%|█████████ | 108/119 [00:54<00:06, 1.79it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05769 0.02254 0.02279 17 416: 92%|█████████▏| 109/119 [00:54<00:05, 1.87it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05771 0.02246 0.02277 25 416: 92%|█████████▏| 110/119 [00:55<00:04, 2.08it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05769 0.02245 0.02278 24 416: 93%|█████████▎| 111/119 [00:55<00:03, 2.33it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05762 0.02238 0.02274 19 416: 94%|█████████▍| 112/119 [00:55<00:02, 2.45it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05757 0.02244 0.02272 34 416: 95%|█████████▍| 113/119 [00:56<00:02, 2.23it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05754 0.02238 0.02273 18 416: 96%|█████████▌| 114/119 [00:56<00:02, 2.10it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05755 0.02239 0.02275 27 416: 97%|█████████▋| 115/119 [00:57<00:01, 2.36it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05757 0.02243 0.02272 32 416: 97%|█████████▋| 116/119 [00:57<00:01, 2.55it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.0576 0.02246 0.02268 42 416: 98%|█████████▊| 117/119 [00:58<00:01, 1.59it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05757 0.02248 0.0226 30 416: 99%|█████████▉| 118/119 [00:58<00:00, 1.85it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 5/9 0G 0.05751 0.0225 0.02257 17 416: 100%|██████████| 119/119 [00:59<00:00, 2.01it/s] Class Images Instances P R mAP50 mAP50-95: 100%|██████████| 23/23 [00:46<00:00, 2.01s/it] all 354 923 0.341 0.396 0.357 0.151 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 0%| | 0/119 [00:00<?, ?it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05542 0.01851 0.01615 25 416: 1%| | 1/119 [00:00<01:21, 1.44it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05382 0.02162 0.02072 28 416: 2%|▏ | 2/119 [00:01<01:06, 1.76it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05594 0.02461 0.02262 46 416: 3%|▎ | 3/119 [00:01<00:52, 2.22it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.0562 0.02361 0.02207 22 416: 3%|▎ | 4/119 [00:01<00:54, 2.13it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05665 0.02505 0.02142 50 416: 4%|▍ | 5/119 [00:02<01:11, 1.60it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05564 0.02374 0.02154 21 416: 5%|▌ | 6/119 [00:03<01:02, 1.82it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05572 0.02441 0.0212 37 416: 6%|▌ | 7/119 [00:03<01:00, 1.84it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05562 0.02514 0.02149 53 416: 7%|▋ | 8/119 [00:05<01:28, 1.26it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05505 0.02547 0.02133 41 416: 8%|▊ | 9/119 [00:06<01:35, 1.15it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.0547 0.02568 0.02135 35 416: 8%|▊ | 10/119 [00:06<01:16, 1.42it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05401 0.02502 0.02104 23 416: 9%|▉ | 11/119 [00:06<01:07, 1.60it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05348 0.02497 0.02102 24 416: 10%|█ | 12/119 [00:07<01:10, 1.51it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05296 0.02421 0.02105 18 416: 11%|█ | 13/119 [00:08<01:17, 1.36it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.0533 0.0236 0.02136 30 416: 12%|█▏ | 14/119 [00:09<01:27, 1.20it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05342 0.02316 0.02119 31 416: 13%|█▎ | 15/119 [00:10<01:33, 1.11it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05328 0.02319 0.02101 29 416: 13%|█▎ | 16/119 [00:11<01:18, 1.31it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05285 0.02312 0.0208 25 416: 14%|█▍ | 17/119 [00:11<01:06, 1.53it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05276 0.02274 0.02043 23 416: 15%|█▌ | 18/119 [00:11<00:58, 1.72it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05326 0.02295 0.02047 36 416: 16%|█▌ | 19/119 [00:12<00:56, 1.76it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05312 0.02289 0.02054 24 416: 17%|█▋ | 20/119 [00:12<00:47, 2.07it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05353 0.02318 0.0208 50 416: 18%|█▊ | 21/119 [00:13<01:06, 1.47it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05361 0.02279 0.0211 14 416: 18%|█▊ | 22/119 [00:14<00:55, 1.74it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05344 0.02256 0.02106 19 416: 19%|█▉ | 23/119 [00:14<00:47, 2.04it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05363 0.02259 0.0212 30 416: 20%|██ | 24/119 [00:14<00:43, 2.20it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05391 0.02282 0.02116 34 416: 21%|██ | 25/119 [00:16<01:03, 1.49it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05375 0.02265 0.02096 22 416: 22%|██▏ | 26/119 [00:16<00:54, 1.71it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05369 0.02268 0.02091 39 416: 23%|██▎ | 27/119 [00:16<00:51, 1.80it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05368 0.02295 0.02093 37 416: 24%|██▎ | 28/119 [00:17<00:47, 1.91it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05382 0.02288 0.02083 25 416: 24%|██▍ | 29/119 [00:17<00:41, 2.19it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05359 0.02308 0.02076 30 416: 25%|██▌ | 30/119 [00:18<00:36, 2.46it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05363 0.02313 0.02075 36 416: 26%|██▌ | 31/119 [00:18<00:33, 2.63it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05369 0.02336 0.02084 35 416: 27%|██▋ | 32/119 [00:18<00:37, 2.30it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.0535 0.02346 0.02102 36 416: 28%|██▊ | 33/119 [00:20<00:57, 1.49it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05342 0.02342 0.02119 28 416: 29%|██▊ | 34/119 [00:20<00:53, 1.60it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05326 0.02328 0.02128 17 416: 29%|██▉ | 35/119 [00:20<00:45, 1.85it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05362 0.02323 0.02152 21 416: 30%|███ | 36/119 [00:21<00:39, 2.10it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05388 0.02321 0.02154 36 416: 31%|███ | 37/119 [00:21<00:36, 2.23it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05392 0.02332 0.02147 33 416: 32%|███▏ | 38/119 [00:22<00:35, 2.27it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05388 0.02338 0.02126 37 416: 33%|███▎ | 39/119 [00:22<00:38, 2.07it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05373 0.02322 0.02114 24 416: 34%|███▎ | 40/119 [00:23<00:34, 2.30it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.0539 0.0234 0.02105 42 416: 34%|███▍ | 41/119 [00:23<00:30, 2.54it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05401 0.02323 0.02139 19 416: 35%|███▌ | 42/119 [00:23<00:30, 2.52it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05394 0.02354 0.02132 46 416: 36%|███▌ | 43/119 [00:25<01:00, 1.27it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05369 0.02326 0.02122 11 416: 37%|███▋ | 44/119 [00:25<00:49, 1.50it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05362 0.02345 0.02115 43 416: 38%|███▊ | 45/119 [00:26<00:47, 1.55it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05384 0.0235 0.02116 40 416: 39%|███▊ | 46/119 [00:26<00:40, 1.79it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05371 0.0232 0.02112 13 416: 39%|███▉ | 47/119 [00:27<00:43, 1.65it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05367 0.02333 0.02106 40 416: 40%|████ | 48/119 [00:27<00:38, 1.82it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05365 0.02337 0.02102 36 416: 41%|████ | 49/119 [00:28<00:38, 1.81it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05354 0.02341 0.02096 37 416: 42%|████▏ | 50/119 [00:28<00:35, 1.94it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05354 0.02339 0.02094 38 416: 43%|████▎ | 51/119 [00:29<00:30, 2.23it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05345 0.02331 0.0209 24 416: 44%|████▎ | 52/119 [00:29<00:27, 2.45it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05335 0.02315 0.02097 17 416: 45%|████▍ | 53/119 [00:29<00:26, 2.49it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05337 0.02306 0.02104 21 416: 45%|████▌ | 54/119 [00:30<00:29, 2.18it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05344 0.02307 0.0211 28 416: 46%|████▌ | 55/119 [00:30<00:27, 2.31it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05359 0.02322 0.02119 41 416: 47%|████▋ | 56/119 [00:32<00:47, 1.33it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05356 0.02313 0.02111 22 416: 48%|████▊ | 57/119 [00:32<00:37, 1.64it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05356 0.02301 0.02127 15 416: 49%|████▊ | 58/119 [00:32<00:32, 1.86it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05353 0.02298 0.02122 31 416: 50%|████▉ | 59/119 [00:33<00:29, 2.04it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05351 0.02281 0.0212 9 416: 50%|█████ | 60/119 [00:34<00:42, 1.40it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05354 0.02282 0.02119 31 416: 51%|█████▏ | 61/119 [00:34<00:34, 1.68it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05361 0.02273 0.02119 22 416: 52%|█████▏ | 62/119 [00:35<00:29, 1.96it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05401 0.02278 0.02126 40 416: 53%|█████▎ | 63/119 [00:35<00:26, 2.09it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05415 0.02264 0.02134 10 416: 54%|█████▍ | 64/119 [00:35<00:24, 2.28it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05405 0.02269 0.02128 34 416: 55%|█████▍ | 65/119 [00:36<00:25, 2.16it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05395 0.02278 0.02124 39 416: 55%|█████▌ | 66/119 [00:36<00:23, 2.21it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05378 0.02272 0.02128 23 416: 56%|█████▋ | 67/119 [00:37<00:21, 2.47it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05368 0.0227 0.0213 29 416: 57%|█████▋ | 68/119 [00:37<00:20, 2.49it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05359 0.02275 0.02131 35 416: 58%|█████▊ | 69/119 [00:38<00:20, 2.46it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05351 0.02276 0.02133 25 416: 59%|█████▉ | 70/119 [00:38<00:21, 2.24it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05339 0.02258 0.02137 10 416: 60%|█████▉ | 71/119 [00:38<00:19, 2.50it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.0533 0.02253 0.02129 23 416: 61%|██████ | 72/119 [00:39<00:19, 2.47it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05322 0.02259 0.02128 50 416: 61%|██████▏ | 73/119 [00:40<00:28, 1.63it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05313 0.02255 0.02127 23 416: 62%|██████▏ | 74/119 [00:40<00:23, 1.92it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05323 0.0225 0.02126 26 416: 63%|██████▎ | 75/119 [00:41<00:20, 2.13it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05323 0.02251 0.02124 24 416: 64%|██████▍ | 76/119 [00:41<00:19, 2.26it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05311 0.02253 0.0212 30 416: 65%|██████▍ | 77/119 [00:41<00:16, 2.51it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05309 0.02255 0.0212 28 416: 66%|██████▌ | 78/119 [00:42<00:15, 2.71it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05302 0.0226 0.02116 27 416: 66%|██████▋ | 79/119 [00:42<00:16, 2.48it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05305 0.02262 0.02121 32 416: 67%|██████▋ | 80/119 [00:42<00:14, 2.70it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.053 0.02266 0.02119 42 416: 68%|██████▊ | 81/119 [00:43<00:13, 2.78it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05296 0.02288 0.02116 53 416: 69%|██████▉ | 82/119 [00:44<00:27, 1.36it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05286 0.02281 0.0211 21 416: 70%|██████▉ | 83/119 [00:45<00:22, 1.61it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05287 0.02291 0.02104 40 416: 71%|███████ | 84/119 [00:45<00:19, 1.80it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05292 0.02283 0.02101 15 416: 71%|███████▏ | 85/119 [00:45<00:16, 2.08it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05295 0.02276 0.02099 23 416: 72%|███████▏ | 86/119 [00:46<00:15, 2.20it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05293 0.02261 0.02093 13 416: 73%|███████▎ | 87/119 [00:46<00:12, 2.50it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.0529 0.02258 0.02087 24 416: 74%|███████▍ | 88/119 [00:46<00:11, 2.61it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05291 0.02255 0.02086 20 416: 75%|███████▍ | 89/119 [00:47<00:11, 2.68it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05294 0.02249 0.02086 22 416: 76%|███████▌ | 90/119 [00:47<00:09, 2.91it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05302 0.02249 0.02089 32 416: 76%|███████▋ | 91/119 [00:47<00:09, 2.86it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05292 0.02249 0.02089 28 416: 77%|███████▋ | 92/119 [00:48<00:09, 2.99it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05293 0.02243 0.02085 24 416: 78%|███████▊ | 93/119 [00:48<00:08, 3.02it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05288 0.02242 0.02078 29 416: 79%|███████▉ | 94/119 [00:48<00:08, 2.84it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05294 0.02232 0.02077 14 416: 80%|███████▉ | 95/119 [00:49<00:07, 3.04it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05283 0.02224 0.02077 14 416: 81%|████████ | 96/119 [00:49<00:07, 3.03it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05287 0.02227 0.02072 26 416: 82%|████████▏ | 97/119 [00:49<00:07, 3.11it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05281 0.02228 0.02067 33 416: 82%|████████▏ | 98/119 [00:50<00:06, 3.24it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05272 0.02238 0.02065 40 416: 83%|████████▎ | 99/119 [00:50<00:09, 2.11it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05268 0.02235 0.02061 29 416: 84%|████████▍ | 100/119 [00:51<00:08, 2.35it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05275 0.02225 0.02055 15 416: 85%|████████▍ | 101/119 [00:51<00:07, 2.48it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05276 0.02225 0.02054 36 416: 86%|████████▌ | 102/119 [00:51<00:06, 2.61it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05266 0.02226 0.02053 37 416: 87%|████████▋ | 103/119 [00:52<00:06, 2.58it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05263 0.02219 0.02049 13 416: 87%|████████▋ | 104/119 [00:52<00:05, 2.75it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05257 0.02215 0.02046 20 416: 88%|████████▊ | 105/119 [00:52<00:04, 2.92it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05258 0.02222 0.02044 49 416: 89%|████████▉ | 106/119 [00:53<00:04, 2.90it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05254 0.02217 0.02041 22 416: 90%|████████▉ | 107/119 [00:53<00:04, 2.83it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.0525 0.02212 0.02035 25 416: 91%|█████████ | 108/119 [00:53<00:03, 2.83it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05252 0.02218 0.02035 32 416: 92%|█████████▏| 109/119 [00:54<00:03, 2.78it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.0525 0.02217 0.02031 28 416: 92%|█████████▏| 110/119 [00:54<00:03, 2.95it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05239 0.02212 0.02034 21 416: 93%|█████████▎| 111/119 [00:54<00:02, 2.93it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05244 0.0221 0.02034 22 416: 94%|█████████▍| 112/119 [00:55<00:02, 3.01it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05247 0.02206 0.0204 19 416: 95%|█████████▍| 113/119 [00:55<00:01, 3.04it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05243 0.02203 0.02038 22 416: 96%|█████████▌| 114/119 [00:56<00:01, 2.84it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05239 0.02208 0.02035 41 416: 97%|█████████▋| 115/119 [00:56<00:02, 1.98it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05235 0.02202 0.02034 21 416: 97%|█████████▋| 116/119 [00:57<00:01, 2.20it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05228 0.02201 0.02026 29 416: 98%|█████████▊| 117/119 [00:57<00:00, 2.38it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05231 0.02194 0.02024 21 416: 99%|█████████▉| 118/119 [00:57<00:00, 2.48it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 6/9 0G 0.05221 0.02193 0.02017 15 416: 100%|██████████| 119/119 [00:58<00:00, 2.04it/s] Class Images Instances P R mAP50 mAP50-95: 100%|██████████| 23/23 [00:40<00:00, 1.78s/it] all 354 923 0.469 0.43 0.409 0.205 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 0%| | 0/119 [00:00<?, ?it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.0489 0.03582 0.01707 52 416: 1%| | 1/119 [00:01<03:23, 1.73s/it]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.05151 0.03523 0.01729 49 416: 2%|▏ | 2/119 [00:02<02:41, 1.38s/it]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.0537 0.03081 0.0173 27 416: 3%|▎ | 3/119 [00:03<01:48, 1.07it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.05277 0.028 0.0177 22 416: 3%|▎ | 4/119 [00:03<01:20, 1.43it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.05098 0.0269 0.01664 26 416: 4%|▍ | 5/119 [00:03<01:06, 1.72it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.05149 0.02646 0.01643 27 416: 5%|▌ | 6/119 [00:04<00:59, 1.91it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.05067 0.0257 0.0163 31 416: 6%|▌ | 7/119 [00:04<00:52, 2.15it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.05004 0.02514 0.01593 25 416: 7%|▋ | 8/119 [00:05<00:46, 2.37it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.05081 0.02594 0.01605 38 416: 8%|▊ | 9/119 [00:05<00:44, 2.47it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.05084 0.02551 0.01603 33 416: 8%|▊ | 10/119 [00:05<00:43, 2.52it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.05084 0.02561 0.01658 32 416: 9%|▉ | 11/119 [00:06<00:40, 2.65it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.05132 0.02504 0.01673 23 416: 10%|█ | 12/119 [00:06<00:38, 2.78it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.05136 0.02485 0.01668 34 416: 11%|█ | 13/119 [00:06<00:40, 2.64it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.05058 0.02438 0.01719 17 416: 12%|█▏ | 14/119 [00:07<00:38, 2.76it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.05067 0.02493 0.01739 48 416: 13%|█▎ | 15/119 [00:08<00:56, 1.84it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04982 0.02415 0.01766 16 416: 13%|█▎ | 16/119 [00:08<00:48, 2.11it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04972 0.02371 0.01758 22 416: 14%|█▍ | 17/119 [00:09<00:49, 2.05it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04972 0.02376 0.01731 32 416: 15%|█▌ | 18/119 [00:09<00:44, 2.27it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.0499 0.02333 0.01735 15 416: 16%|█▌ | 19/119 [00:09<00:42, 2.33it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04993 0.02331 0.01737 37 416: 17%|█▋ | 20/119 [00:10<00:39, 2.53it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04959 0.0232 0.01721 29 416: 18%|█▊ | 21/119 [00:10<00:37, 2.62it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04988 0.02322 0.01716 35 416: 18%|█▊ | 22/119 [00:10<00:36, 2.66it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.0498 0.02276 0.01707 19 416: 19%|█▉ | 23/119 [00:11<00:49, 1.92it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04959 0.02236 0.01724 17 416: 20%|██ | 24/119 [00:11<00:43, 2.16it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04976 0.0226 0.01747 29 416: 21%|██ | 25/119 [00:12<00:47, 1.98it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.0495 0.02269 0.01739 38 416: 22%|██▏ | 26/119 [00:12<00:42, 2.20it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04917 0.0226 0.01728 21 416: 23%|██▎ | 27/119 [00:13<00:38, 2.41it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04896 0.02278 0.01721 41 416: 24%|██▎ | 28/119 [00:14<00:58, 1.55it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04909 0.02254 0.01736 23 416: 24%|██▍ | 29/119 [00:14<00:49, 1.81it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04956 0.02231 0.01763 19 416: 25%|██▌ | 30/119 [00:15<00:48, 1.83it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04949 0.02218 0.01756 24 416: 26%|██▌ | 31/119 [00:15<00:43, 2.01it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.05031 0.02193 0.0176 13 416: 27%|██▋ | 32/119 [00:16<00:39, 2.19it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.0504 0.022 0.01746 33 416: 28%|██▊ | 33/119 [00:16<00:36, 2.33it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.05075 0.02165 0.01751 10 416: 29%|██▊ | 34/119 [00:17<00:48, 1.74it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.05075 0.02194 0.01753 43 416: 29%|██▉ | 35/119 [00:17<00:41, 2.00it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.05087 0.02226 0.01752 37 416: 30%|███ | 36/119 [00:17<00:37, 2.23it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.05082 0.0223 0.01746 37 416: 31%|███ | 37/119 [00:18<00:37, 2.19it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.05047 0.02207 0.0174 16 416: 32%|███▏ | 38/119 [00:18<00:33, 2.44it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.0503 0.02216 0.01731 34 416: 33%|███▎ | 39/119 [00:19<00:33, 2.37it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.05008 0.02211 0.01734 31 416: 34%|███▎ | 40/119 [00:19<00:31, 2.51it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04999 0.02196 0.01731 21 416: 34%|███▍ | 41/119 [00:19<00:29, 2.65it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.05016 0.02192 0.01728 29 416: 35%|███▌ | 42/119 [00:20<00:27, 2.82it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.05016 0.02184 0.01724 22 416: 36%|███▌ | 43/119 [00:20<00:28, 2.64it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.05035 0.02185 0.0173 30 416: 37%|███▋ | 44/119 [00:20<00:26, 2.87it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.05022 0.02182 0.01738 25 416: 38%|███▊ | 45/119 [00:21<00:25, 2.93it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.05024 0.02171 0.01742 24 416: 39%|███▊ | 46/119 [00:21<00:23, 3.09it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.05017 0.02153 0.01736 17 416: 39%|███▉ | 47/119 [00:21<00:24, 2.99it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.05016 0.02148 0.01735 25 416: 40%|████ | 48/119 [00:22<00:30, 2.34it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.05006 0.02135 0.01729 18 416: 41%|████ | 49/119 [00:22<00:30, 2.27it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.05002 0.02125 0.01729 22 416: 42%|████▏ | 50/119 [00:23<00:27, 2.50it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04995 0.02117 0.01725 24 416: 43%|████▎ | 51/119 [00:23<00:26, 2.61it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04993 0.02111 0.01714 27 416: 44%|████▎ | 52/119 [00:23<00:25, 2.68it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04997 0.02115 0.01735 33 416: 45%|████▍ | 53/119 [00:24<00:29, 2.25it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.0499 0.02107 0.01731 29 416: 45%|████▌ | 54/119 [00:24<00:27, 2.38it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.05004 0.02101 0.01728 34 416: 46%|████▌ | 55/119 [00:25<00:25, 2.51it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04995 0.02103 0.01733 36 416: 47%|████▋ | 56/119 [00:25<00:25, 2.51it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.05004 0.02088 0.01754 13 416: 48%|████▊ | 57/119 [00:26<00:36, 1.72it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04989 0.02086 0.01751 30 416: 49%|████▊ | 58/119 [00:27<00:31, 1.96it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.05002 0.02072 0.0176 12 416: 50%|████▉ | 59/119 [00:27<00:28, 2.07it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04998 0.02054 0.01797 9 416: 50%|█████ | 60/119 [00:27<00:29, 1.98it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.0502 0.02052 0.01801 28 416: 51%|█████▏ | 61/119 [00:28<00:28, 2.03it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.05031 0.02054 0.01805 26 416: 52%|█████▏ | 62/119 [00:28<00:24, 2.29it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.05038 0.0208 0.01815 51 416: 53%|█████▎ | 63/119 [00:30<00:39, 1.41it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.0504 0.02091 0.01813 35 416: 54%|█████▍ | 64/119 [00:30<00:34, 1.61it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.05026 0.02088 0.01806 27 416: 55%|█████▍ | 65/119 [00:30<00:28, 1.87it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.05017 0.02073 0.01805 10 416: 55%|█████▌ | 66/119 [00:31<00:30, 1.71it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.05012 0.02072 0.01811 26 416: 56%|█████▋ | 67/119 [00:31<00:25, 2.03it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.05018 0.02069 0.01819 26 416: 57%|█████▋ | 68/119 [00:32<00:22, 2.30it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.05015 0.02067 0.01821 33 416: 58%|█████▊ | 69/119 [00:32<00:21, 2.34it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.05008 0.02082 0.01818 41 416: 59%|█████▉ | 70/119 [00:32<00:19, 2.48it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.0501 0.02078 0.01822 22 416: 60%|█████▉ | 71/119 [00:33<00:21, 2.28it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.05005 0.02078 0.0182 29 416: 61%|██████ | 72/119 [00:33<00:18, 2.52it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.05 0.02094 0.01818 49 416: 61%|██████▏ | 73/119 [00:36<00:44, 1.03it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04994 0.02086 0.01833 15 416: 62%|██████▏ | 74/119 [00:36<00:35, 1.27it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04985 0.02086 0.0183 29 416: 63%|██████▎ | 75/119 [00:36<00:29, 1.50it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04975 0.02081 0.01838 24 416: 64%|██████▍ | 76/119 [00:37<00:24, 1.73it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04971 0.02079 0.01838 27 416: 65%|██████▍ | 77/119 [00:37<00:24, 1.72it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04965 0.02079 0.01839 39 416: 66%|██████▌ | 78/119 [00:38<00:24, 1.67it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04955 0.02076 0.01836 25 416: 66%|██████▋ | 79/119 [00:38<00:20, 1.97it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.0495 0.02071 0.01834 21 416: 67%|██████▋ | 80/119 [00:38<00:17, 2.27it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.0495 0.02076 0.01834 24 416: 68%|██████▊ | 81/119 [00:39<00:15, 2.44it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04944 0.0208 0.0183 28 416: 69%|██████▉ | 82/119 [00:39<00:16, 2.23it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04942 0.02078 0.01823 19 416: 70%|██████▉ | 83/119 [00:40<00:15, 2.32it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04938 0.02082 0.01822 41 416: 71%|███████ | 84/119 [00:40<00:13, 2.52it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04942 0.02085 0.01819 29 416: 71%|███████▏ | 85/119 [00:40<00:13, 2.58it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04936 0.02089 0.01813 26 416: 72%|███████▏ | 86/119 [00:41<00:12, 2.67it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04937 0.02088 0.01814 22 416: 73%|███████▎ | 87/119 [00:41<00:13, 2.29it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04945 0.02092 0.01817 28 416: 74%|███████▍ | 88/119 [00:42<00:13, 2.33it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04933 0.02087 0.01809 21 416: 75%|███████▍ | 89/119 [00:42<00:12, 2.46it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04934 0.02093 0.01809 42 416: 76%|███████▌ | 90/119 [00:43<00:11, 2.42it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04932 0.02091 0.01807 24 416: 76%|███████▋ | 91/119 [00:43<00:13, 2.04it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04928 0.02102 0.01804 47 416: 77%|███████▋ | 92/119 [00:45<00:22, 1.20it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04921 0.02105 0.01804 34 416: 78%|███████▊ | 93/119 [00:46<00:21, 1.21it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04919 0.02099 0.01807 24 416: 79%|███████▉ | 94/119 [00:47<00:21, 1.17it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04926 0.02102 0.01809 31 416: 80%|███████▉ | 95/119 [00:47<00:17, 1.33it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04921 0.02108 0.0181 25 416: 81%|████████ | 96/119 [00:48<00:15, 1.51it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04919 0.02108 0.01809 26 416: 82%|████████▏ | 97/119 [00:48<00:14, 1.48it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04913 0.02109 0.01803 26 416: 82%|████████▏ | 98/119 [00:49<00:12, 1.74it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04928 0.02104 0.01796 23 416: 83%|████████▎ | 99/119 [00:49<00:09, 2.03it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04923 0.02105 0.01793 22 416: 84%|████████▍ | 100/119 [00:49<00:08, 2.31it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04926 0.02106 0.01789 37 416: 85%|████████▍ | 101/119 [00:50<00:07, 2.32it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04922 0.02105 0.01793 25 416: 86%|████████▌ | 102/119 [00:51<00:10, 1.67it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04917 0.02105 0.01788 27 416: 87%|████████▋ | 103/119 [00:51<00:08, 1.93it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04916 0.02106 0.01788 27 416: 87%|████████▋ | 104/119 [00:51<00:07, 2.11it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04911 0.02105 0.01785 27 416: 88%|████████▊ | 105/119 [00:52<00:06, 2.20it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04916 0.02106 0.01785 32 416: 89%|████████▉ | 106/119 [00:52<00:06, 2.03it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04912 0.02114 0.01785 37 416: 90%|████████▉ | 107/119 [00:53<00:07, 1.63it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04908 0.02109 0.01779 23 416: 91%|█████████ | 108/119 [00:53<00:05, 1.91it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04907 0.02112 0.01776 36 416: 92%|█████████▏| 109/119 [00:54<00:04, 2.13it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04911 0.02112 0.01778 36 416: 92%|█████████▏| 110/119 [00:54<00:03, 2.36it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04912 0.0211 0.0178 26 416: 93%|█████████▎| 111/119 [00:55<00:04, 1.94it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04908 0.02109 0.01773 21 416: 94%|█████████▍| 112/119 [00:55<00:03, 2.08it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04907 0.02106 0.01773 28 416: 95%|█████████▍| 113/119 [00:56<00:02, 2.34it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04907 0.02103 0.01774 16 416: 96%|█████████▌| 114/119 [00:56<00:02, 2.32it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04905 0.02103 0.01769 31 416: 97%|█████████▋| 115/119 [00:57<00:01, 2.20it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04899 0.02104 0.01769 29 416: 97%|█████████▋| 116/119 [00:57<00:01, 2.14it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04896 0.02102 0.0177 18 416: 98%|█████████▊| 117/119 [00:57<00:00, 2.35it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04902 0.02104 0.01764 33 416: 99%|█████████▉| 118/119 [00:58<00:00, 2.55it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 7/9 0G 0.04913 0.02101 0.01766 11 416: 100%|██████████| 119/119 [00:58<00:00, 2.03it/s] Class Images Instances P R mAP50 mAP50-95: 100%|██████████| 23/23 [00:48<00:00, 2.12s/it] all 354 923 0.661 0.479 0.535 0.277 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 0%| | 0/119 [00:00<?, ?it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.05274 0.0214 0.01587 33 416: 1%| | 1/119 [00:00<01:02, 1.90it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04823 0.01941 0.01726 30 416: 2%|▏ | 2/119 [00:01<01:14, 1.57it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04794 0.0187 0.01763 29 416: 3%|▎ | 3/119 [00:01<01:00, 1.90it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04727 0.02031 0.0186 31 416: 3%|▎ | 4/119 [00:01<00:50, 2.29it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.0457 0.01858 0.01753 15 416: 4%|▍ | 5/119 [00:02<00:45, 2.50it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04617 0.01943 0.01616 31 416: 5%|▌ | 6/119 [00:02<00:43, 2.60it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04598 0.02014 0.01562 30 416: 6%|▌ | 7/119 [00:03<00:49, 2.28it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04712 0.02005 0.01568 32 416: 7%|▋ | 8/119 [00:03<00:47, 2.32it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04688 0.0202 0.01558 23 416: 8%|▊ | 9/119 [00:03<00:43, 2.54it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04779 0.01949 0.01718 19 416: 8%|▊ | 10/119 [00:04<00:42, 2.54it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04713 0.01896 0.01733 16 416: 9%|▉ | 11/119 [00:04<00:43, 2.50it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04699 0.01922 0.01715 35 416: 10%|█ | 12/119 [00:05<00:47, 2.26it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04641 0.01875 0.01706 17 416: 11%|█ | 13/119 [00:05<00:43, 2.45it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04649 0.0194 0.01692 39 416: 12%|█▏ | 14/119 [00:05<00:41, 2.56it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04661 0.01998 0.01665 38 416: 13%|█▎ | 15/119 [00:06<00:40, 2.58it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04618 0.01978 0.01653 19 416: 13%|█▎ | 16/119 [00:06<00:47, 2.18it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.0469 0.01975 0.01632 21 416: 14%|█▍ | 17/119 [00:08<01:27, 1.17it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04684 0.01937 0.01623 22 416: 15%|█▌ | 18/119 [00:09<01:15, 1.34it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.0469 0.01953 0.01613 29 416: 16%|█▌ | 19/119 [00:09<01:02, 1.61it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04637 0.0195 0.01608 20 416: 17%|█▋ | 20/119 [00:09<00:53, 1.86it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04599 0.01937 0.01648 18 416: 18%|█▊ | 21/119 [00:10<00:51, 1.89it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04605 0.01939 0.01644 32 416: 18%|█▊ | 22/119 [00:10<00:49, 1.95it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04582 0.01979 0.01668 40 416: 19%|█▉ | 23/119 [00:11<00:44, 2.14it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04553 0.01952 0.0164 17 416: 20%|██ | 24/119 [00:11<00:40, 2.35it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04542 0.0196 0.01654 32 416: 21%|██ | 25/119 [00:11<00:39, 2.39it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04545 0.01953 0.0164 30 416: 22%|██▏ | 26/119 [00:12<00:43, 2.13it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04528 0.01927 0.0164 14 416: 23%|██▎ | 27/119 [00:12<00:40, 2.25it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04499 0.01923 0.01628 27 416: 24%|██▎ | 28/119 [00:13<00:36, 2.50it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.0451 0.01923 0.01666 26 416: 24%|██▍ | 29/119 [00:13<00:36, 2.48it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04501 0.01937 0.01655 40 416: 25%|██▌ | 30/119 [00:14<00:43, 2.06it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04531 0.01937 0.0164 24 416: 26%|██▌ | 31/119 [00:14<00:39, 2.20it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04535 0.01922 0.0162 22 416: 27%|██▋ | 32/119 [00:15<00:36, 2.38it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.0454 0.01905 0.01615 18 416: 28%|██▊ | 33/119 [00:15<00:36, 2.33it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04559 0.01938 0.01604 46 416: 29%|██▊ | 34/119 [00:17<01:12, 1.17it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.0457 0.01945 0.01608 24 416: 29%|██▉ | 35/119 [00:17<01:03, 1.32it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04564 0.0193 0.01608 15 416: 30%|███ | 36/119 [00:18<00:54, 1.53it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04585 0.0192 0.01616 26 416: 31%|███ | 37/119 [00:18<00:48, 1.70it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04579 0.01927 0.01606 30 416: 32%|███▏ | 38/119 [00:19<00:42, 1.90it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04558 0.01931 0.01589 29 416: 33%|███▎ | 39/119 [00:19<00:42, 1.89it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04543 0.01928 0.01583 29 416: 34%|███▎ | 40/119 [00:20<00:38, 2.03it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04556 0.01926 0.01589 17 416: 34%|███▍ | 41/119 [00:20<00:35, 2.17it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04553 0.01932 0.01593 32 416: 35%|███▌ | 42/119 [00:20<00:33, 2.31it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04563 0.01932 0.01598 20 416: 36%|███▌ | 43/119 [00:21<00:34, 2.19it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04558 0.01917 0.01617 12 416: 37%|███▋ | 44/119 [00:21<00:32, 2.29it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04551 0.01936 0.01623 38 416: 38%|███▊ | 45/119 [00:22<00:42, 1.73it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04547 0.01948 0.01618 35 416: 39%|███▊ | 46/119 [00:23<00:43, 1.69it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04563 0.01953 0.0161 41 416: 39%|███▉ | 47/119 [00:23<00:38, 1.89it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.0457 0.0196 0.01609 28 416: 40%|████ | 48/119 [00:23<00:33, 2.14it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04578 0.0197 0.01611 36 416: 41%|████ | 49/119 [00:24<00:30, 2.31it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04568 0.01969 0.0161 27 416: 42%|████▏ | 50/119 [00:24<00:28, 2.43it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04563 0.01965 0.01605 31 416: 43%|████▎ | 51/119 [00:25<00:29, 2.30it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04557 0.01963 0.01614 30 416: 44%|████▎ | 52/119 [00:25<00:30, 2.21it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04559 0.01963 0.01611 24 416: 45%|████▍ | 53/119 [00:25<00:26, 2.49it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04556 0.01971 0.01601 27 416: 45%|████▌ | 54/119 [00:26<00:25, 2.55it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04549 0.01977 0.01605 29 416: 46%|████▌ | 55/119 [00:26<00:24, 2.59it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04544 0.01992 0.01599 45 416: 47%|████▋ | 56/119 [00:28<00:49, 1.26it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04551 0.01979 0.01611 13 416: 48%|████▊ | 57/119 [00:28<00:44, 1.40it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04542 0.01975 0.01641 19 416: 49%|████▊ | 58/119 [00:29<00:36, 1.68it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04539 0.01989 0.01635 34 416: 50%|████▉ | 59/119 [00:29<00:30, 1.95it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04536 0.01991 0.01638 23 416: 50%|█████ | 60/119 [00:29<00:26, 2.19it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04532 0.01992 0.0164 27 416: 51%|█████▏ | 61/119 [00:30<00:24, 2.36it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04524 0.02002 0.01641 30 416: 52%|█████▏ | 62/119 [00:30<00:27, 2.09it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04515 0.01998 0.01637 19 416: 53%|█████▎ | 63/119 [00:31<00:24, 2.29it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04514 0.01993 0.01644 16 416: 54%|█████▍ | 64/119 [00:31<00:21, 2.52it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04508 0.01999 0.01638 39 416: 55%|█████▍ | 65/119 [00:31<00:21, 2.55it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04512 0.01996 0.0163 26 416: 55%|█████▌ | 66/119 [00:32<00:22, 2.31it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.0451 0.02004 0.0163 30 416: 56%|█████▋ | 67/119 [00:32<00:21, 2.37it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04497 0.01997 0.01627 17 416: 57%|█████▋ | 68/119 [00:33<00:20, 2.53it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.045 0.01992 0.0162 29 416: 58%|█████▊ | 69/119 [00:33<00:20, 2.43it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04495 0.01981 0.01618 14 416: 59%|█████▉ | 70/119 [00:33<00:20, 2.42it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04499 0.01993 0.01619 40 416: 60%|█████▉ | 71/119 [00:34<00:21, 2.25it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04502 0.01989 0.01611 27 416: 61%|██████ | 72/119 [00:34<00:19, 2.45it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04496 0.01988 0.0161 24 416: 61%|██████▏ | 73/119 [00:35<00:18, 2.45it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04498 0.01995 0.01616 43 416: 62%|██████▏ | 74/119 [00:35<00:17, 2.59it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04494 0.01993 0.01618 24 416: 63%|██████▎ | 75/119 [00:36<00:19, 2.30it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04495 0.01998 0.01618 34 416: 64%|██████▍ | 76/119 [00:36<00:18, 2.29it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04494 0.01991 0.01612 17 416: 65%|██████▍ | 77/119 [00:36<00:17, 2.46it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04492 0.01992 0.01611 29 416: 66%|██████▌ | 78/119 [00:37<00:16, 2.53it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04488 0.01988 0.0161 20 416: 66%|██████▋ | 79/119 [00:37<00:16, 2.46it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04489 0.01995 0.01609 36 416: 67%|██████▋ | 80/119 [00:38<00:17, 2.19it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04487 0.0201 0.01607 58 416: 68%|██████▊ | 81/119 [00:40<00:32, 1.16it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04486 0.02003 0.01605 18 416: 69%|██████▉ | 82/119 [00:40<00:26, 1.41it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04494 0.02004 0.01603 29 416: 70%|██████▉ | 83/119 [00:40<00:22, 1.63it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.0449 0.02001 0.01599 26 416: 71%|███████ | 84/119 [00:41<00:20, 1.73it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04497 0.01994 0.01593 25 416: 71%|███████▏ | 85/119 [00:41<00:19, 1.78it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04503 0.02006 0.01597 37 416: 72%|███████▏ | 86/119 [00:42<00:16, 2.03it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04503 0.02009 0.01595 30 416: 73%|███████▎ | 87/119 [00:42<00:14, 2.22it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04502 0.02003 0.01603 18 416: 74%|███████▍ | 88/119 [00:42<00:12, 2.41it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04505 0.01998 0.01611 20 416: 75%|███████▍ | 89/119 [00:43<00:13, 2.29it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04503 0.01995 0.01619 16 416: 76%|███████▌ | 90/119 [00:43<00:12, 2.26it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04502 0.02 0.01619 35 416: 76%|███████▋ | 91/119 [00:44<00:11, 2.46it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04511 0.02003 0.01623 22 416: 77%|███████▋ | 92/119 [00:44<00:10, 2.50it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04507 0.01999 0.01619 18 416: 78%|███████▊ | 93/119 [00:44<00:10, 2.38it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04519 0.01998 0.0162 31 416: 79%|███████▉ | 94/119 [00:45<00:10, 2.34it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04524 0.01995 0.0162 28 416: 80%|███████▉ | 95/119 [00:45<00:09, 2.53it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04519 0.01995 0.01615 25 416: 81%|████████ | 96/119 [00:46<00:09, 2.55it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04517 0.01991 0.0162 20 416: 82%|████████▏ | 97/119 [00:46<00:08, 2.56it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.0452 0.01985 0.01613 14 416: 82%|████████▏ | 98/119 [00:47<00:09, 2.27it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04544 0.01981 0.01606 18 416: 83%|████████▎ | 99/119 [00:47<00:08, 2.49it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04543 0.01991 0.01601 34 416: 84%|████████▍ | 100/119 [00:47<00:07, 2.65it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04545 0.01991 0.01596 29 416: 85%|████████▍ | 101/119 [00:48<00:06, 2.64it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04548 0.01981 0.01597 13 416: 86%|████████▌ | 102/119 [00:49<00:11, 1.54it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04544 0.01976 0.01599 19 416: 87%|████████▋ | 103/119 [00:49<00:08, 1.84it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04537 0.0197 0.01596 18 416: 87%|████████▋ | 104/119 [00:49<00:07, 2.08it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04533 0.01967 0.01595 21 416: 88%|████████▊ | 105/119 [00:50<00:06, 2.18it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.0454 0.01955 0.01593 14 416: 89%|████████▉ | 106/119 [00:51<00:07, 1.69it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04543 0.01952 0.01593 21 416: 90%|████████▉ | 107/119 [00:51<00:06, 1.83it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04548 0.01944 0.016 13 416: 91%|█████████ | 108/119 [00:52<00:05, 2.10it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04547 0.01938 0.01602 16 416: 92%|█████████▏| 109/119 [00:52<00:04, 2.33it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04549 0.01934 0.01612 21 416: 92%|█████████▏| 110/119 [00:52<00:03, 2.35it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04551 0.01935 0.01612 21 416: 93%|█████████▎| 111/119 [00:53<00:03, 2.49it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04555 0.01936 0.0161 32 416: 94%|█████████▍| 112/119 [00:53<00:02, 2.56it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04561 0.0193 0.01608 14 416: 95%|█████████▍| 113/119 [00:53<00:02, 2.50it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04569 0.01931 0.0161 26 416: 96%|█████████▌| 114/119 [00:54<00:02, 2.32it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04565 0.01936 0.01606 36 416: 97%|█████████▋| 115/119 [00:54<00:01, 2.52it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04568 0.01938 0.01612 32 416: 97%|█████████▋| 116/119 [00:55<00:01, 2.71it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04562 0.01938 0.01611 24 416: 98%|█████████▊| 117/119 [00:55<00:00, 2.68it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04555 0.01933 0.01611 23 416: 99%|█████████▉| 118/119 [00:56<00:00, 2.30it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 8/9 0G 0.04566 0.01947 0.01611 31 416: 100%|██████████| 119/119 [00:56<00:00, 2.11it/s] Class Images Instances P R mAP50 mAP50-95: 100%|██████████| 23/23 [00:31<00:00, 1.39s/it] all 354 923 0.649 0.55 0.587 0.319 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 0%| | 0/119 [00:00<?, ?it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04624 0.02085 0.01555 24 416: 1%| | 1/119 [00:00<00:51, 2.28it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04568 0.01951 0.01858 22 416: 2%|▏ | 2/119 [00:00<00:49, 2.35it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04757 0.02004 0.01816 29 416: 3%|▎ | 3/119 [00:01<00:50, 2.29it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04752 0.0203 0.01795 23 416: 3%|▎ | 4/119 [00:01<00:55, 2.08it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04664 0.02067 0.01673 33 416: 4%|▍ | 5/119 [00:02<00:48, 2.33it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04623 0.01923 0.01589 23 416: 5%|▌ | 6/119 [00:02<00:43, 2.59it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04521 0.01962 0.01553 28 416: 6%|▌ | 7/119 [00:02<00:43, 2.60it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04466 0.02049 0.01607 26 416: 7%|▋ | 8/119 [00:03<00:48, 2.29it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04472 0.02106 0.01602 38 416: 8%|▊ | 9/119 [00:03<00:51, 2.15it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04506 0.0201 0.01602 20 416: 8%|▊ | 10/119 [00:04<00:45, 2.40it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04446 0.01977 0.01591 25 416: 9%|▉ | 11/119 [00:04<00:42, 2.57it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04418 0.01987 0.01622 29 416: 10%|█ | 12/119 [00:04<00:41, 2.55it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04401 0.0191 0.01653 13 416: 11%|█ | 13/119 [00:06<01:02, 1.69it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04379 0.01954 0.01617 27 416: 12%|█▏ | 14/119 [00:06<00:54, 1.94it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.0437 0.02003 0.01608 30 416: 13%|█▎ | 15/119 [00:06<00:48, 2.14it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04326 0.01958 0.01661 15 416: 13%|█▎ | 16/119 [00:07<00:44, 2.30it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04302 0.01938 0.01607 18 416: 14%|█▍ | 17/119 [00:07<00:49, 2.05it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04273 0.01913 0.01611 16 416: 15%|█▌ | 18/119 [00:08<00:48, 2.10it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04302 0.01934 0.01627 29 416: 16%|█▌ | 19/119 [00:08<00:42, 2.35it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04308 0.01982 0.01605 37 416: 17%|█▋ | 20/119 [00:08<00:39, 2.48it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04307 0.02019 0.01606 39 416: 18%|█▊ | 21/119 [00:09<00:38, 2.57it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.0431 0.0208 0.01615 58 416: 18%|█▊ | 22/119 [00:11<01:28, 1.09it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04319 0.02085 0.01597 32 416: 19%|█▉ | 23/119 [00:12<01:25, 1.13it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04315 0.02113 0.01585 33 416: 20%|██ | 24/119 [00:12<01:21, 1.17it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04355 0.02089 0.01582 20 416: 21%|██ | 25/119 [00:13<01:06, 1.42it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.0439 0.02081 0.01597 26 416: 22%|██▏ | 26/119 [00:13<00:57, 1.61it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04373 0.02096 0.01577 36 416: 23%|██▎ | 27/119 [00:14<00:53, 1.73it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04363 0.02087 0.01566 23 416: 24%|██▎ | 28/119 [00:14<00:45, 1.99it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.0433 0.02098 0.01572 35 416: 24%|██▍ | 29/119 [00:14<00:40, 2.24it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04326 0.021 0.01561 31 416: 25%|██▌ | 30/119 [00:15<00:38, 2.31it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04322 0.02101 0.01559 31 416: 26%|██▌ | 31/119 [00:15<00:41, 2.14it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04355 0.02074 0.01542 19 416: 27%|██▋ | 32/119 [00:16<00:42, 2.05it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04331 0.02068 0.01535 29 416: 28%|██▊ | 33/119 [00:16<00:38, 2.23it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04332 0.02061 0.0153 23 416: 29%|██▊ | 34/119 [00:16<00:34, 2.49it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04339 0.02056 0.01546 21 416: 29%|██▉ | 35/119 [00:17<00:35, 2.39it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04344 0.02075 0.01552 44 416: 30%|███ | 36/119 [00:17<00:38, 2.16it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.0433 0.02056 0.01546 19 416: 31%|███ | 37/119 [00:18<00:38, 2.11it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04326 0.02061 0.01539 34 416: 32%|███▏ | 38/119 [00:18<00:34, 2.36it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04344 0.0208 0.01546 41 416: 33%|███▎ | 39/119 [00:19<00:31, 2.55it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04341 0.02077 0.01535 28 416: 34%|███▎ | 40/119 [00:19<00:32, 2.47it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.0433 0.02064 0.01546 22 416: 34%|███▍ | 41/119 [00:20<00:34, 2.24it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.0433 0.02057 0.01548 24 416: 35%|███▌ | 42/119 [00:20<00:33, 2.28it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.0433 0.02049 0.01555 22 416: 36%|███▌ | 43/119 [00:20<00:30, 2.48it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04328 0.02028 0.01555 21 416: 37%|███▋ | 44/119 [00:21<00:29, 2.50it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04332 0.02012 0.0154 18 416: 38%|███▊ | 45/119 [00:21<00:30, 2.41it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04325 0.01999 0.01541 21 416: 39%|███▊ | 46/119 [00:22<00:32, 2.26it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04325 0.02003 0.01531 26 416: 39%|███▉ | 47/119 [00:22<00:30, 2.36it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04325 0.01992 0.01528 16 416: 40%|████ | 48/119 [00:22<00:28, 2.53it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04312 0.01998 0.01521 28 416: 41%|████ | 49/119 [00:23<00:26, 2.64it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04306 0.02008 0.01516 36 416: 42%|████▏ | 50/119 [00:23<00:30, 2.27it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04292 0.02001 0.01508 26 416: 43%|████▎ | 51/119 [00:24<00:28, 2.40it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04291 0.01998 0.01505 25 416: 44%|████▎ | 52/119 [00:24<00:26, 2.51it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04316 0.01987 0.01526 14 416: 45%|████▍ | 53/119 [00:24<00:26, 2.54it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04307 0.01989 0.01522 32 416: 45%|████▌ | 54/119 [00:25<00:30, 2.16it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04301 0.01993 0.01516 29 416: 46%|████▌ | 55/119 [00:25<00:29, 2.18it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04301 0.01985 0.0152 21 416: 47%|████▋ | 56/119 [00:26<00:25, 2.46it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04296 0.01981 0.01509 28 416: 48%|████▊ | 57/119 [00:26<00:25, 2.47it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04294 0.01976 0.015 24 416: 49%|████▊ | 58/119 [00:27<00:26, 2.33it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04295 0.01977 0.0149 26 416: 50%|████▉ | 59/119 [00:27<00:26, 2.24it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04306 0.01985 0.01487 37 416: 50%|█████ | 60/119 [00:27<00:25, 2.36it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04312 0.01995 0.01483 38 416: 51%|█████▏ | 61/119 [00:28<00:22, 2.54it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04313 0.01993 0.01475 27 416: 52%|█████▏ | 62/119 [00:28<00:21, 2.62it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04329 0.01996 0.01472 27 416: 53%|█████▎ | 63/119 [00:29<00:24, 2.30it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04331 0.01982 0.0146 14 416: 54%|█████▍ | 64/119 [00:29<00:23, 2.30it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04328 0.01973 0.01458 16 416: 55%|█████▍ | 65/119 [00:29<00:21, 2.48it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04336 0.01975 0.01465 22 416: 55%|█████▌ | 66/119 [00:30<00:20, 2.57it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04346 0.01975 0.01471 34 416: 56%|█████▋ | 67/119 [00:30<00:21, 2.40it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04344 0.01982 0.01462 34 416: 57%|█████▋ | 68/119 [00:31<00:22, 2.27it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04329 0.01983 0.01459 26 416: 58%|█████▊ | 69/119 [00:31<00:20, 2.44it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04328 0.01993 0.01458 37 416: 59%|█████▉ | 70/119 [00:32<00:19, 2.52it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04329 0.01992 0.01451 27 416: 60%|█████▉ | 71/119 [00:32<00:21, 2.25it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04326 0.02009 0.01446 53 416: 61%|██████ | 72/119 [00:34<00:40, 1.15it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04327 0.0201 0.01442 25 416: 61%|██████▏ | 73/119 [00:34<00:33, 1.38it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04338 0.02016 0.01439 32 416: 62%|██████▏ | 74/119 [00:35<00:27, 1.65it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04331 0.0201 0.01437 22 416: 63%|██████▎ | 75/119 [00:35<00:24, 1.79it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04328 0.02018 0.01435 41 416: 64%|██████▍ | 76/119 [00:36<00:21, 1.96it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04326 0.02008 0.01451 15 416: 65%|██████▍ | 77/119 [00:36<00:21, 1.96it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04321 0.02006 0.01445 24 416: 66%|██████▌ | 78/119 [00:37<00:21, 1.93it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04312 0.01996 0.01439 13 416: 66%|██████▋ | 79/119 [00:37<00:18, 2.20it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04303 0.01991 0.01439 22 416: 67%|██████▋ | 80/119 [00:37<00:16, 2.41it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04304 0.01988 0.01438 22 416: 68%|██████▊ | 81/119 [00:38<00:14, 2.54it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04291 0.01986 0.01436 25 416: 69%|██████▉ | 82/119 [00:38<00:16, 2.21it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04295 0.0199 0.01439 32 416: 70%|██████▉ | 83/119 [00:39<00:16, 2.14it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04293 0.01992 0.01436 36 416: 71%|███████ | 84/119 [00:40<00:30, 1.13it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04285 0.01985 0.01441 17 416: 71%|███████▏ | 85/119 [00:41<00:24, 1.39it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04274 0.01983 0.01439 25 416: 72%|███████▏ | 86/119 [00:41<00:20, 1.62it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04283 0.01993 0.01442 44 416: 73%|███████▎ | 87/119 [00:44<00:37, 1.17s/it]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04286 0.02002 0.01439 38 416: 74%|███████▍ | 88/119 [00:44<00:30, 1.02it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04287 0.01998 0.01438 20 416: 75%|███████▍ | 89/119 [00:45<00:25, 1.19it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04291 0.01988 0.0145 15 416: 76%|███████▌ | 90/119 [00:45<00:19, 1.46it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.0429 0.0198 0.01446 22 416: 76%|███████▋ | 91/119 [00:45<00:16, 1.75it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04294 0.01976 0.0144 16 416: 77%|███████▋ | 92/119 [00:46<00:13, 1.95it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04298 0.01978 0.01437 34 416: 78%|███████▊ | 93/119 [00:46<00:14, 1.83it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.0429 0.01979 0.01437 25 416: 79%|███████▉ | 94/119 [00:47<00:13, 1.91it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04291 0.01973 0.01436 14 416: 80%|███████▉ | 95/119 [00:47<00:10, 2.19it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.0429 0.0197 0.01433 29 416: 81%|████████ | 96/119 [00:47<00:09, 2.43it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04291 0.01973 0.01429 34 416: 82%|████████▏ | 97/119 [00:48<00:08, 2.48it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04293 0.01984 0.01426 38 416: 82%|████████▏ | 98/119 [00:48<00:09, 2.14it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04291 0.01984 0.01425 27 416: 83%|████████▎ | 99/119 [00:49<00:09, 2.21it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04288 0.01983 0.01424 27 416: 84%|████████▍ | 100/119 [00:49<00:08, 2.31it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04288 0.01987 0.01421 32 416: 85%|████████▍ | 101/119 [00:50<00:07, 2.39it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.0429 0.01983 0.0142 27 416: 86%|████████▌ | 102/119 [00:50<00:07, 2.33it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04288 0.01999 0.01417 58 416: 87%|████████▋ | 103/119 [00:52<00:15, 1.03it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04291 0.02 0.01422 33 416: 87%|████████▋ | 104/119 [00:53<00:13, 1.10it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04291 0.02002 0.0142 33 416: 88%|████████▊ | 105/119 [00:53<00:10, 1.37it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04291 0.02006 0.0142 40 416: 89%|████████▉ | 106/119 [00:54<00:08, 1.61it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04289 0.02013 0.01417 43 416: 90%|████████▉ | 107/119 [00:54<00:06, 1.82it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04293 0.02011 0.01416 28 416: 91%|█████████ | 108/119 [00:55<00:06, 1.72it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04286 0.02009 0.01415 24 416: 92%|█████████▏| 109/119 [00:55<00:05, 1.81it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04283 0.02015 0.01411 40 416: 92%|█████████▏| 110/119 [00:56<00:04, 2.07it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04276 0.02015 0.01409 32 416: 93%|█████████▎| 111/119 [00:56<00:03, 2.29it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04277 0.02015 0.01412 30 416: 94%|█████████▍| 112/119 [00:56<00:02, 2.36it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04275 0.0201 0.01413 20 416: 95%|█████████▍| 113/119 [00:57<00:02, 2.28it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04271 0.02008 0.0141 25 416: 96%|█████████▌| 114/119 [00:57<00:02, 2.11it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04263 0.02004 0.01409 25 416: 97%|█████████▋| 115/119 [00:58<00:01, 2.36it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04263 0.01997 0.01407 15 416: 97%|█████████▋| 116/119 [00:58<00:01, 2.36it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04263 0.01989 0.01405 19 416: 98%|█████████▊| 117/119 [00:59<00:00, 2.15it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04261 0.01989 0.014 24 416: 99%|█████████▉| 118/119 [00:59<00:00, 2.19it/s]/Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/../yolov5/train.py:414: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(amp): 9/9 0G 0.04255 0.01982 0.01398 14 416: 100%|██████████| 119/119 [01:00<00:00, 1.97it/s] Class Images Instances P R mAP50 mAP50-95: 100%|██████████| 23/23 [00:39<00:00, 1.73s/it] all 354 923 0.724 0.606 0.642 0.338 10 epochs completed in 0.277 hours. Optimizer stripped from ../yolov5/runs/train/exp5/weights/last.pt, 14.3MB Optimizer stripped from ../yolov5/runs/train/exp5/weights/best.pt, 14.3MB Validating ../yolov5/runs/train/exp5/weights/best.pt... Fusing layers... Model summary: 157 layers, 7023610 parameters, 0 gradients, 15.8 GFLOPs Class Images Instances P R mAP50 mAP50-95: 100%|██████████| 23/23 [01:28<00:00, 3.86s/it] all 354 923 0.723 0.606 0.641 0.339 Dry_WH 354 247 0.735 0.239 0.356 0.195 WH_swamp 354 235 0.708 0.987 0.94 0.576 WH_wet 354 327 0.634 0.701 0.739 0.399 WH_sink 354 114 0.813 0.495 0.529 0.187 Results saved to ../yolov5/runs/train/exp5 COMET INFO: --------------------------------------------------------------------------------------- COMET INFO: Comet.ml OfflineExperiment Summary COMET INFO: --------------------------------------------------------------------------------------- COMET INFO: Data: COMET INFO: display_summary_level : 1 COMET INFO: name : exp COMET INFO: url : [OfflineExperiment will get URL after upload] COMET INFO: Metrics [count] (min, max): COMET INFO: loss [119] : (0.528549313545227, 1.5725120306015015) COMET INFO: metrics/mAP_0.5 [20] : (0.019362266298091717, 0.6420169517062724) COMET INFO: metrics/mAP_0.5:0.95 [20] : (0.00450800924801881, 0.33770201938302663) COMET INFO: metrics/precision [20] : (0.18937611111024666, 0.7235850935474986) COMET INFO: metrics/recall [20] : (0.024799921920749562, 0.6059325181514068) COMET INFO: train/box_loss [20] : (0.042551614344120026, 0.11469913274049759) COMET INFO: train/cls_loss [20] : (0.013977394439280033, 0.04604928195476532) COMET INFO: train/obj_loss [20] : (0.01947224885225296, 0.02376299537718296) COMET INFO: val/box_loss [20] : (0.037138596177101135, 0.09963671118021011) COMET INFO: val/cls_loss [20] : (0.009527699090540409, 0.0394861176609993) COMET INFO: val/obj_loss [20] : (0.013105587102472782, 0.01841583102941513) COMET INFO: x/lr0 [20] : (0.00208, 0.07025210084033613) COMET INFO: x/lr1 [20] : (0.00208, 0.007997535014005604) COMET INFO: x/lr2 [20] : (0.00208, 0.007997535014005604) COMET INFO: Others: COMET INFO: Name : exp COMET INFO: comet_log_batch_metrics : False COMET INFO: comet_log_confusion_matrix : True COMET INFO: comet_log_per_class_metrics : False COMET INFO: comet_max_image_uploads : 100 COMET INFO: comet_mode : online COMET INFO: comet_model_name : yolov5 COMET INFO: hasNestedParams : True COMET INFO: offline_experiment : True COMET INFO: Parameters: COMET INFO: anchor_t : 4.0 COMET INFO: artifact_alias : latest COMET INFO: batch_size : 8 COMET INFO: bbox_interval : -1 COMET INFO: box : 0.05 COMET INFO: bucket : COMET INFO: cache : None COMET INFO: cfg : COMET INFO: cls : 0.03125 COMET INFO: cls_pw : 1.0 COMET INFO: copy_paste : 0.0 COMET INFO: cos_lr : False COMET INFO: degrees : 0.0 COMET INFO: entity : None COMET INFO: evolve : None COMET INFO: evolve_population : ../yolov5/data/hyps COMET INFO: exist_ok : False COMET INFO: fl_gamma : 0.0 COMET INFO: fliplr : 0.5 COMET INFO: flipud : 0.0 COMET INFO: freeze : [0] COMET INFO: hsv_h : 0.015 COMET INFO: hsv_s : 0.7 COMET INFO: hsv_v : 0.4 COMET INFO: hyp|anchor_t : 4.0 COMET INFO: hyp|box : 0.05 COMET INFO: hyp|cls : 0.5 COMET INFO: hyp|cls_pw : 1.0 COMET INFO: hyp|copy_paste : 0.0 COMET INFO: hyp|degrees : 0.0 COMET INFO: hyp|fl_gamma : 0.0 COMET INFO: hyp|fliplr : 0.5 COMET INFO: hyp|flipud : 0.0 COMET INFO: hyp|hsv_h : 0.015 COMET INFO: hyp|hsv_s : 0.7 COMET INFO: hyp|hsv_v : 0.4 COMET INFO: hyp|iou_t : 0.2 COMET INFO: hyp|lr0 : 0.01 COMET INFO: hyp|lrf : 0.01 COMET INFO: hyp|mixup : 0.0 COMET INFO: hyp|momentum : 0.937 COMET INFO: hyp|mosaic : 1.0 COMET INFO: hyp|obj : 1.0 COMET INFO: hyp|obj_pw : 1.0 COMET INFO: hyp|perspective : 0.0 COMET INFO: hyp|scale : 0.5 COMET INFO: hyp|shear : 0.0 COMET INFO: hyp|translate : 0.1 COMET INFO: hyp|warmup_bias_lr : 0.1 COMET INFO: hyp|warmup_epochs : 3.0 COMET INFO: hyp|warmup_momentum : 0.8 COMET INFO: hyp|weight_decay : 0.0005 COMET INFO: image_weights : False COMET INFO: imgsz : 416 COMET INFO: iou_t : 0.2 COMET INFO: label_smoothing : 0.0 COMET INFO: local_rank : -1 COMET INFO: lr0 : 0.01 COMET INFO: lrf : 0.01 COMET INFO: mixup : 0.0 COMET INFO: momentum : 0.937 COMET INFO: mosaic : 1.0 COMET INFO: multi_scale : False COMET INFO: name : exp COMET INFO: ndjson_console : False COMET INFO: ndjson_file : False COMET INFO: noautoanchor : False COMET INFO: noplots : False COMET INFO: nosave : False COMET INFO: noval : False COMET INFO: obj : 0.42250000000000004 COMET INFO: obj_pw : 1.0 COMET INFO: optimizer : SGD COMET INFO: patience : 100 COMET INFO: perspective : 0.0 COMET INFO: project : ../yolov5/runs/train COMET INFO: quad : False COMET INFO: rect : False COMET INFO: resume : False COMET INFO: resume_evolve : None COMET INFO: save_dir : ../yolov5/runs/train/exp5 COMET INFO: save_period : 50 COMET INFO: scale : 0.5 COMET INFO: seed : 0 COMET INFO: shear : 0.0 COMET INFO: single_cls : False COMET INFO: sync_bn : False COMET INFO: translate : 0.1 COMET INFO: upload_dataset : False COMET INFO: val_conf_threshold : 0.001 COMET INFO: val_iou_threshold : 0.6 COMET INFO: warmup_bias_lr : 0.1 COMET INFO: warmup_epochs : 3.0 COMET INFO: warmup_momentum : 0.8 COMET INFO: weight_decay : 0.0005 COMET INFO: Uploads: COMET INFO: asset : 13 (1.59 MB) COMET INFO: conda-environment-definition : 1 COMET INFO: conda-info : 1 COMET INFO: conda-specification : 1 COMET INFO: confusion-matrix : 1 COMET INFO: environment details : 1 COMET INFO: git metadata : 1 COMET INFO: images : 106 COMET INFO: installed packages : 1 COMET INFO: model graph : 1 COMET INFO: model-element : 1 (13.68 MB) COMET INFO: COMET INFO: Still saving offline stats to messages file before program termination (may take up to 120 seconds) COMET INFO: Begin archiving the offline data. COMET INFO: To upload this offline experiment, run: comet upload /Users/scottforrest/Library/CloudStorage/OneDrive-QueenslandUniversityofTechnology/FirstByte Waterholes WD/WaterholeDetection_UN-Handbook/.cometml-runs/c4e1e12f819e45b98034f8f9986a5658.zip
We can check the results of the model training by looking at the images and figures that were generated by YOLOv5 in the “yolov5/runs/train/exp#” folder. This image shows various metrics over the course of the training epochs, including precision, recall, mAP (mean Average Precision), and loss values.
We only ran our model on a single image and for 10 epochs as a demonstration, but we can see that the model is learning to detect waterholes, with the precision and recall improving over time, and the loss values decreasing.
Another way to assess the model performance is to look at the predictions made by the model on the validation dataset. YOLOv5 generates images showing the predicted bounding boxes and labels for each image in the validation set.
If the model was working perfectly, it would recreate these labels exactly:
The model predictions show that it is able to detect many of the waterholes, but there are also some false positives (boxes around non-waterhole features) and some waterholes that were missed. This is expected given the limited training data and epochs used in this demonstration.
The confusion matrix provides a summary of the model’s performance by showing the number of true positives, false positives, true negatives, and false negatives. This helps to understand how well the model is distinguishing between waterholes and non-waterholes, and how it is mixing up the classes.
We can see in the confusion matrix that the model does perfectly for swamps, and quite well for wet waterholes, but there are many false positives for dry waterholes, which are often confused with other features in the landscape. These values sum in the columns, which means that around 71% of the actual dry waterholes were missed, about 26% were correctly identified, and around 2% of other features were incorrectly classified as wet waterholes.
As we were limited in storage, I ran the model on the SSD. To do so, I changed the cache to the SSD drive we are using as we are limited in the storage available locally. Needed to set the project to the SSD which saves the outputs and doesn’t increase the C: storage usage.
Need to actually create the D:/temp and D:/yolo_run on your Drive or external directory as follow:
# set TMPDIR=D:/temp
# set TEMP=D:/temp
# set TMP=D:/temp
# set KMP_DUPLICATE_LIB_OK=TRUE
# python C:/Users/fossatia/Documents/Waterholes_project/yolov5/train.py --device cuda:0 --img 416 --batch 4 --workers 2 --epochs 50 --data C:\Users\fossatia\Documents\Waterholes_project\counting_waterholes\config_train_Drive.yaml --weights C:/Users/fossatia/Documents/Waterholes_project/yolov5/runs/train/exp3/weights/best.pt --cache False --project D:/yolo_runsThe set KMP_DUPLICATE_LIB_OK=TRUE is not recommended on the error command… I tried to google it and it seems we should force an install of the Nomkl using ‘conda install nomkl –channel conda-forge’. However, by doing so, dependencies might be altered. To be checked.
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